saving for japan

saving
algo orchestrator
2026-04-25 23:47:07 +00:00 · 2026-04-25 23:43:28 +00:00 · 2026-04-25 03:40:47 +00:00 · 2026-04-24 07:29:26 +00:00 · 2026-04-23 17:33:01 +00:00 · 2026-04-23 16:37:10 +00:00
43 changed files with 4759 additions and 221 deletions
--- a/_On_Ice/apex_api.py
+++ b/_On_Ice/apex_api.py
--- a/_On_Ice/mexc.ipynb
+++ b/_On_Ice/mexc.ipynb
--- a/_On_Ice/ws_apex.py
+++ b/_On_Ice/ws_apex.py
@@ -218,7 +218,7 @@ async def main():
        logging.warning("VALKEY NOT BEING USED, NO DATA WILL BE PUBLISHED")

    if USE_DB:
-        engine = create_async_engine('mysql+asyncmy://root:pwd@localhost/polymarket')
+        engine = create_async_engine('mysql+asyncmy://root:pwd@localhost/fund_rate')
        async with engine.connect() as CON:
            # await create_rtds_btcusd_table(CON=CON)
            await ws_stream()
--- a/_On_Ice/ws_mexc.py
+++ b/_On_Ice/ws_mexc.py
--- a/algo.ipynb
+++ b/algo.ipynb
@@ -0,0 +1,145 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "d1eed397",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import modules.structs as structs\n",
+    "import json\n",
+    "from dataclasses import dataclass, asdict\n",
+    "import valkey\n",
+    "\n",
+    "with open('algo_config.json', 'r', encoding='utf-8') as file:\n",
+    "    ALGO_CONFIG = json.load(file, object_hook=lambda d: structs.Algo_Config(**d))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "c6151613",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "VAL_KEY = valkey.Valkey(host='localhost', port=6379, db=0, decode_responses=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "d83c61e5",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "1"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "config_update = {'Min_Time_To_Funding_Minutes': 7}\n",
+    "VAL_KEY.publish('fr_orchestrator_input', json.dumps(config_update))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "45fae761",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Algo_Config(Config_Updated_Timestamp=1777151524162, Allow_Ordering_Aster=True, Allow_Ordering_Extend=True, Loop_Sleep_Sec=1, Max_Target_Notional=0.0, Min_Time_To_Funding_Minutes=60, Price_Worsener_Aster=0.0, Price_Worsener_Extend=0.0, Target_Open_Cash_Position=10)"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "json.loads(VAL_KEY.get('fr_orchestrator_output'), object_hook=lambda d: structs.Algo_Config(**d))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'Config_Updated_Timestamp': 1777098091913,\n",
+       " 'Allow_Ordering_Aster': True,\n",
+       " 'Allow_Ordering_Extend': True,\n",
+       " 'Loop_Sleep_Sec': 1,\n",
+       " 'Max_Target_Notional': 0.0,\n",
+       " 'Min_Time_To_Funding_Minutes': 60,\n",
+       " 'Price_Worsener_Aster': 0.0,\n",
+       " 'Price_Worsener_Extend': 0.0,\n",
+       " 'Target_Open_Cash_Position': 10}"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "asdict(ALGO_CONFIG)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d2e26271",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a0df43de",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "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": "3.13.12"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
--- a/algo/Dockerfile
+++ b/algo/Dockerfile
@@ -0,0 +1,19 @@
+FROM python:3.13-slim
+
+RUN apt-get update && \
+    apt-get install -y build-essential
+
+RUN gcc --version
+RUN rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+
+COPY requirements.txt .
+
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY . .
+
+# Finally, run gunicorn.
+CMD [ "python", "-u" ,"main.py"]
+# CMD [ "gunicorn", "--workers=5", "--threads=1", "-b 0.0.0.0:8000", "app:server"]
--- a/algo_config.json
+++ b/algo_config.json
@@ -0,0 +1,12 @@
+{
+    "Config_Updated_Timestamp": 1777098091913,
+    "Allow_Ordering_Aster": true,
+    "Allow_Ordering_Extend": true,
+    "Loop_Sleep_Sec": 1,
+    "Max_Target_Notional": 0.00,
+    "Min_Time_To_Funding_Minutes": 60,
+    "Price_Worsener_Aster": 0.0,
+    "Price_Worsener_Extend": 0.0,
+    "Target_Open_Cash_Position": 10,
+    "Print_Summary_Each_Loop" : false
+}
--- a/algo_orchestrator.py
+++ b/algo_orchestrator.py
@@ -0,0 +1,95 @@
+import asyncio
+import json
+import logging
+import os
+import traceback
+from datetime import datetime
+from typing import AsyncContextManager
+
+import valkey
+from dotenv import load_dotenv
+# from sqlalchemy.ext.asyncio import create_async_engine
+
+'''
+TO DO:
+- Insert config changes into database for analysis later / general tracking
+'''
+
+### Database ###
+CON: AsyncContextManager | None = None
+VAL_KEY = None
+VK_IN = 'fr_orchestrator_input'
+VK_OUT = 'fr_orchestrator_output'
+
+### Logging ###
+load_dotenv()
+LOG_FILEPATH: str = os.getenv("LOGS_PATH") + '/Fund_Rate_Algo_Orchestrator.log'
+
+ALGO_CONFIG: None | dict
+# ALGO_CONFIG: None | Algo_Config = None
+
+async def orchestrator() -> None:
+    global ALGO_CONFIG
+    
+    try:
+        VK_PUBSUB = VAL_KEY.pubsub()
+        VK_PUBSUB.subscribe(VK_IN)
+        
+        print(f"Subscribed to '{VK_IN}'. Waiting for messages...")
+
+        for message in VK_PUBSUB.listen():
+            if message['type'] == 'message':
+                timestamp = round(datetime.now().timestamp()*1000)
+                data = json.loads(message['data'])
+                # channel = message['channel']
+
+                for k, v in data.items():
+                    if ALGO_CONFIG.get(k, None) is not None:
+                        ALGO_CONFIG[k] = v
+
+                ALGO_CONFIG['Config_Updated_Timestamp'] = timestamp
+                VAL_KEY.set(VK_OUT, json.dumps(ALGO_CONFIG))
+                with open('algo_config.json', 'w', encoding='utf-8') as f:
+                    json.dump(ALGO_CONFIG, f, indent=4)
+                print(f"Algo Config Updated @ {timestamp}; {data}")
+
+    except valkey.exceptions.ConnectionError as e:
+        print(f"Could not connect to Valkey. Please check the publish server is up; {e}")
+    except KeyboardInterrupt:
+        logging.info('ORCHESTRATOR SHUTTING DOWN...')
+    except Exception as e:
+        logging.error(traceback.format_exc())
+        logging.critical(f'*** ORCHESTRATOR CRASHED: {e}')
+
+### MAIN STARTUP ###
+async def main() -> None:
+    global VAL_KEY
+    global CON
+    global ALGO_CONFIG
+
+    VAL_KEY = valkey.Valkey(host='localhost', port=6379, db=0, decode_responses=True)
+    # engine = create_async_engine('mysql+asyncmy://root:pwd@localhost/fund_rate')
+
+    with open('algo_config.json', 'r', encoding='utf-8') as f:
+        # ALGO_CONFIG = json.load(f, object_hook=lambda d: Algo_Config(**d))
+        ALGO_CONFIG = json.load(f)
+        ALGO_CONFIG['Config_Updated_Timestamp'] = round(datetime.now().timestamp()*1000)
+
+    # async with engine.connect() as CON:
+    await orchestrator()
+
+if __name__ == '__main__':
+    START_TIME = round(datetime.now().timestamp()*1000)
+
+    logging.info(f'Log FilePath: {LOG_FILEPATH}')
+
+    logging.basicConfig(
+        force=True,
+        filename=LOG_FILEPATH,
+        level=logging.INFO,
+        format='%(asctime)s - %(levelname)s - %(message)s',
+        filemode='w'
+    )
+    logging.info(f"STARTED: {START_TIME}")
+
+    asyncio.run(main())
--- a/algo_orchestrator/Dockerfile
+++ b/algo_orchestrator/Dockerfile
@@ -0,0 +1,19 @@
+FROM python:3.13-slim
+
+RUN apt-get update && \
+    apt-get install -y build-essential
+
+RUN gcc --version
+RUN rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+
+COPY requirements.txt .
+
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY . .
+
+# Finally, run gunicorn.
+CMD [ "python", "-u" ,"algo_orchestrator.py"]
+# CMD [ "gunicorn", "--workers=5", "--threads=1", "-b 0.0.0.0:8000", "app:server"]
--- a/apex.ipynb
+++ b/apex.ipynb
@@ -1,198 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "b6c46d40",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import modules.apex_api as apex_api"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "7fb6d9dc",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Authenticating...\n",
-      "...Authenticated\n"
-     ]
-    }
-   ],
-   "source": [
-    "client = apex_api.apex_create_client()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "id": "d5a1203a",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# print(\"*** POSTING ORDER ***\")\n",
-    "# createOrderRes = client.create_order_v3(\n",
-    "#     symbol=\"ETH-USDT\", \n",
-    "#     side=\"BUY\",\n",
-    "#     type=\"LIMIT\",\n",
-    "#     size=\"0.01\",\n",
-    "#     price=\"2100\",\n",
-    "# )\n",
-    "# print(createOrderRes)\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "c21254eb",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "{'data': {'totalEquityValue': '13.840000000000000000',\n",
-       "  'availableBalance': '13.840000000000000000',\n",
-       "  'initialMargin': '0',\n",
-       "  'maintenanceMargin': '0',\n",
-       "  'walletBalance': '',\n",
-       "  'realizedPnl': '-5.399416243793950000',\n",
-       "  'unrealizedPnl': '0.00',\n",
-       "  'totalRisk': '0',\n",
-       "  'totalValueWithoutDiscount': '13.840000000000000000',\n",
-       "  'liabilities': '13.840000000000000000',\n",
-       "  'totalAvailableBalance': '13.840000000000000000'},\n",
-       " 'timeCost': 6327944}"
-      ]
-     },
-     "execution_count": 7,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "client.get_account_balance_v3()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "id": "7cba63d4",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "{'data': [], 'timeCost': 3984811}"
-      ]
-     },
-     "execution_count": 8,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "client.open_orders_v3()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "b072c0de",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "{'timeCost': 4389124}"
-      ]
-     },
-     "execution_count": 12,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "client.delete_open_orders_v3(symbol=\"ETH-USDT\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "id": "5ea177f8",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "TOKEN: USDT == 13.840000000000000000\n",
-      "TOKEN: USDC == 0.000000000000000000\n"
-     ]
-    }
-   ],
-   "source": [
-    "account_and_pos = client.get_account_v3()\n",
-    "for c in account_and_pos['contractWallets']:\n",
-    "    print(f'TOKEN: {c['token']} == {c['balance']}')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "70eb3b4f",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "fefca500",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "dc048386",
-   "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": "3.13.12"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
--- a/aster.ipynb
+++ b/aster.ipynb
@@ -0,0 +1,528 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "3a269644",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import modules.aster_auth as aster_auth"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "4395fabb",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "listen_key_request = {\n",
+    "    \"url\": \"/fapi/v3/listenKey\",\n",
+    "    \"method\": \"POST\",\n",
+    "    \"params\": {}\n",
+    "}\n",
+    "cancel_all_open_orders = {\n",
+    "    \"url\": \"/fapi/v3/allOpenOrders\",\n",
+    "    \"method\": \"DELETE\",\n",
+    "    \"params\": {\n",
+    "        'symbol': 'ETHUSDT',\n",
+    "    }\n",
+    "}\n",
+    "cancel_order = {\n",
+    "    \"url\": \"/fapi/v3/order\",\n",
+    "    \"method\": \"DELETE\",\n",
+    "    \"params\": {\n",
+    "        'symbol': 'ETHUSDT',\n",
+    "        'orderId': 17349955824,\n",
+    "    }\n",
+    "}\n",
+    "fut_acct_balances = {\n",
+    "    \"url\": \"/fapi/v3/balance\",\n",
+    "    \"method\": \"GET\",\n",
+    "    \"params\": {}\n",
+    "}\n",
+    "fut_acct_openOrders = {\n",
+    "    \"url\": \"/fapi/v3/openOrders\",\n",
+    "    \"method\": \"GET\",\n",
+    "    \"params\": {}\n",
+    "}\n",
+    "fut_acct_positionRisk = {\n",
+    "    \"url\": \"/fapi/v3/positionRisk\",\n",
+    "    \"method\": \"GET\",\n",
+    "    \"params\": {\n",
+    "        'symbol': 'ETHUSDT',\n",
+    "    }\n",
+    "}\n",
+    "fut_acct_exchangeInfo = {\n",
+    "    \"url\": \"/fapi/v3/exchangeInfo\",\n",
+    "    \"method\": \"GET\",\n",
+    "    \"params\": {}\n",
+    "}\n",
+    "commission_rate = {\n",
+    "    \"url\": \"/fapi/v3/commissionRate\",\n",
+    "    \"method\": \"GET\",\n",
+    "    \"params\": {\n",
+    "        'symbol': 'ETHUSDT',\n",
+    "    }\n",
+    "}\n",
+    "post_order = {\n",
+    "    \"url\": \"/fapi/v3/order\",\n",
+    "    \"method\": \"POST\",\n",
+    "    \"params\": {\n",
+    "        'symbol': 'ETHUSDT',\n",
+    "        'side': 'SELL',\n",
+    "        'type': 'LIMIT',\n",
+    "        'timeInForce': 'GTC',\n",
+    "        'quantity': '0.01',\n",
+    "        'price': '2500',\n",
+    "    }\n",
+    "}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "2122885a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "j = await aster_auth.post_authenticated_url(fut_acct_positionRisk)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "e895ac52",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[{'symbol': 'ETHUSDT',\n",
+       "  'positionAmt': '-0.215',\n",
+       "  'entryPrice': '2316.616543779',\n",
+       "  'markPrice': '2318.47005039',\n",
+       "  'unRealizedProfit': '-0.39850392',\n",
+       "  'liquidationPrice': '2422.12954566',\n",
+       "  'leverage': '150',\n",
+       "  'maxNotionalValue': '300000',\n",
+       "  'marginType': 'cross',\n",
+       "  'isolatedMargin': '0.00000000',\n",
+       "  'isAutoAddMargin': 'false',\n",
+       "  'positionSide': 'BOTH',\n",
+       "  'notional': '-498.47106083',\n",
+       "  'isolatedWallet': '0',\n",
+       "  'updateTime': 1777000243527}]"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "j"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "e61dca73",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "d = [d for d in j if d.get('symbol', None) == 'ETHUSDT'][0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "f0538cde",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'symbol': 'ETHUSDT',\n",
+       " 'positionAmt': '0.000',\n",
+       " 'entryPrice': '0.0',\n",
+       " 'markPrice': '2317.47321317',\n",
+       " 'unRealizedProfit': '0.00000000',\n",
+       " 'liquidationPrice': '0',\n",
+       " 'leverage': '150',\n",
+       " 'maxNotionalValue': '300000',\n",
+       " 'marginType': 'cross',\n",
+       " 'isolatedMargin': '0.00000000',\n",
+       " 'isAutoAddMargin': 'false',\n",
+       " 'positionSide': 'BOTH',\n",
+       " 'notional': '0',\n",
+       " 'isolatedWallet': '0',\n",
+       " 'updateTime': 1776996575970}"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "d"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 54,
+   "id": "80b9c0e5",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "-499.15475000000004"
+      ]
+     },
+     "execution_count": 54,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "float(d['notional'])-float(d['unRealizedProfit'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 62,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from datetime import datetime\n",
+    "t = round(datetime.now().timestamp()*1000)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 64,
+   "id": "ebded6ad",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Timestamp('2026-04-23 23:17:32.516000')"
+      ]
+     },
+     "execution_count": 64,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import pandas as pd\n",
+    "pd.to_datetime(t, unit='ms')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "67a3bbb2",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "e958e7da",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import json\n",
+    "\n",
+    "### User Data Stream ###\n",
+    "# After posting limit order to rest\n",
+    "after_order_post = json.loads('{\"e\":\"ORDER_TRADE_UPDATE\",\"T\":1776836992350,\"E\":1776836992388,\"o\":{\"s\":\"ETHUSDT\",\"c\":\"KFi375tZh5kzHsQJWKMJHe\",\"S\":\"BUY\",\"o\":\"LIMIT\",\"f\":\"GTC\",\"q\":\"0.010\",\"p\":\"2100\",\"ap\":\"0\",\"sp\":\"0\",\"x\":\"NEW\",\"X\":\"NEW\",\"i\":17341121450,\"l\":\"0\",\"z\":\"0\",\"L\":\"0\",\"T\":1776836992350,\"t\":0,\"b\":\"21\",\"a\":\"0\",\"m\":false,\"R\":false,\"wt\":\"CONTRACT_PRICE\",\"ot\":\"LIMIT\",\"ps\":\"BOTH\",\"cp\":false,\"rp\":\"0\",\"pP\":false,\"si\":0,\"ss\":0,\"h\":\"0xeec41a368072d5a47c13b3ad83703eded2e2b8cf9ff427095beb8b7684968db0\"}}')\n",
+    "\n",
+    "# After order cancellation in GUI\n",
+    "after_order_cxl = json.loads('{\"e\":\"ORDER_TRADE_UPDATE\",\"T\":1776836998500,\"E\":1776836998533,\"o\":{\"s\":\"ETHUSDT\",\"c\":\"KFi375tZh5kzHsQJWKMJHe\",\"S\":\"BUY\",\"o\":\"LIMIT\",\"f\":\"GTC\",\"q\":\"0.010\",\"p\":\"2100\",\"ap\":\"0\",\"sp\":\"0\",\"x\":\"CANCELED\",\"X\":\"CANCELED\",\"i\":17341121450,\"l\":\"0\",\"z\":\"0\",\"L\":\"0\",\"T\":1776836998500,\"t\":0,\"b\":\"0\",\"a\":\"0\",\"m\":false,\"R\":false,\"wt\":\"CONTRACT_PRICE\",\"ot\":\"LIMIT\",\"ps\":\"BOTH\",\"cp\":false,\"rp\":\"0\",\"pP\":false,\"si\":0,\"ss\":0,\"h\":\"0x116bb48a4b41420aebbc76343d6f55f22d1ccbc36b04462e6172571fda836599\"}}')\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'e': 'ORDER_TRADE_UPDATE',\n",
+       " 'T': 1776836992350,\n",
+       " 'E': 1776836992388,\n",
+       " 'o': {'s': 'ETHUSDT',\n",
+       "  'c': 'KFi375tZh5kzHsQJWKMJHe',\n",
+       "  'S': 'BUY',\n",
+       "  'o': 'LIMIT',\n",
+       "  'f': 'GTC',\n",
+       "  'q': '0.010',\n",
+       "  'p': '2100',\n",
+       "  'ap': '0',\n",
+       "  'sp': '0',\n",
+       "  'x': 'NEW',\n",
+       "  'X': 'NEW',\n",
+       "  'i': 17341121450,\n",
+       "  'l': '0',\n",
+       "  'z': '0',\n",
+       "  'L': '0',\n",
+       "  'T': 1776836992350,\n",
+       "  't': 0,\n",
+       "  'b': '21',\n",
+       "  'a': '0',\n",
+       "  'm': False,\n",
+       "  'R': False,\n",
+       "  'wt': 'CONTRACT_PRICE',\n",
+       "  'ot': 'LIMIT',\n",
+       "  'ps': 'BOTH',\n",
+       "  'cp': False,\n",
+       "  'rp': '0',\n",
+       "  'pP': False,\n",
+       "  'si': 0,\n",
+       "  'ss': 0,\n",
+       "  'h': '0xeec41a368072d5a47c13b3ad83703eded2e2b8cf9ff427095beb8b7684968db0'}}"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "after_order_post"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "1ea320f2",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'e': 'ORDER_TRADE_UPDATE',\n",
+       " 'T': 1776836998500,\n",
+       " 'E': 1776836998533,\n",
+       " 'o': {'s': 'ETHUSDT',\n",
+       "  'c': 'KFi375tZh5kzHsQJWKMJHe',\n",
+       "  'S': 'BUY',\n",
+       "  'o': 'LIMIT',\n",
+       "  'f': 'GTC',\n",
+       "  'q': '0.010',\n",
+       "  'p': '2100',\n",
+       "  'ap': '0',\n",
+       "  'sp': '0',\n",
+       "  'x': 'CANCELED',\n",
+       "  'X': 'CANCELED',\n",
+       "  'i': 17341121450,\n",
+       "  'l': '0',\n",
+       "  'z': '0',\n",
+       "  'L': '0',\n",
+       "  'T': 1776836998500,\n",
+       "  't': 0,\n",
+       "  'b': '0',\n",
+       "  'a': '0',\n",
+       "  'm': False,\n",
+       "  'R': False,\n",
+       "  'wt': 'CONTRACT_PRICE',\n",
+       "  'ot': 'LIMIT',\n",
+       "  'ps': 'BOTH',\n",
+       "  'cp': False,\n",
+       "  'rp': '0',\n",
+       "  'pP': False,\n",
+       "  'si': 0,\n",
+       "  'ss': 0,\n",
+       "  'h': '0x116bb48a4b41420aebbc76343d6f55f22d1ccbc36b04462e6172571fda836599'}}"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "after_order_cxl"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "07ef4360",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Timestamp('2019-09-19 07:51:05.651000')"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import pandas as pd\n",
+    "\n",
+    "pd.to_datetime(1568879465651, unit='ms')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'ok': True,\n",
+       " 'result': {'message_id': 24,\n",
+       "  'sender_chat': {'id': -1003864341457,\n",
+       "   'title': 'Atwater_Alert',\n",
+       "   'type': 'channel'},\n",
+       "  'chat': {'id': -1003864341457, 'title': 'Atwater_Alert', 'type': 'channel'},\n",
+       "  'date': 1777009128,\n",
+       "  'text': 'alert!'}}"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import modules.utils as utils\n",
+    "\n",
+    "utils.send_tg_alert('alert!')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "284b7266",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'sd'"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "\"sdfsdfsfdsdfs\"[:2]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "98ed3a27",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from dataclasses import dataclass\n",
+    "\n",
+    "@dataclass(kw_only=True)\n",
+    "class Flags:\n",
+    "    LIQUIDATE_POS_AND_KILL_ALGO_FLAG: bool = False\n",
+    "    NET_FUNDING_IS_ZERO: bool = False\n",
+    "    # list = field(init=False) \n",
+    "Flags = Flags()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "73a525c2",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Flags(LIQUIDATE_POS_AND_KILL_ALGO_FLAG=False, NET_FUNDING_IS_ZERO=False)"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Flags"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "094e374c",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "15c3bcef",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "940ceba7",
+   "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": "3.13.12"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -0,0 +1,92 @@
+# tail -f Fund_Rate_Algo.log Fund_Rate_Aster_User.log Fund_Rate_Aster.log Fund_Rate_Extended_FR.log Fund_Rate_Extended_OB.log Fund_Rate_Extended_User.log
+
+services:
+  algo:
+    container_name: algo
+    restart: "no"
+    build:
+      context: ./
+      dockerfile: ./algo/Dockerfile
+    depends_on:
+      - algo_orchestrator
+      - ws_aster
+      - ws_aster_user
+      - ws_extended_fund_rate
+      - ws_extended_orderbook
+      - ws_extended_user
+    volumes:
+      - /home/ubuntu/data:/home/ubuntu/data:rw # Read-write access to data
+      - /home/ubuntu/logs:/home/ubuntu/logs:rw # Read-write access to data
+    network_mode: "host"
+  algo_orchestrator:
+    container_name: algo_orchestrator
+    restart: "unless-stopped"
+    build:
+      context: ./
+      dockerfile: ./algo_orchestrator/Dockerfile
+    volumes:
+      - /home/ubuntu/data:/home/ubuntu/data:rw # Read-write access to data
+      - /home/ubuntu/logs:/home/ubuntu/logs:rw # Read-write access to data
+    network_mode: "host"
+  ws_aster:
+    container_name: ws_aster
+    restart: "unless-stopped"
+    build:
+      context: ./
+      dockerfile: ./ws_aster/Dockerfile
+    volumes:
+      - /home/ubuntu/data:/home/ubuntu/data:rw # Read-write access to data
+      - /home/ubuntu/logs:/home/ubuntu/logs:rw # Read-write access to data
+    network_mode: "host"
+  ws_aster_user:
+    container_name: ws_aster_user
+    restart: "unless-stopped"
+    build:
+      context: ./
+      dockerfile: ./ws_aster_user/Dockerfile
+    volumes:
+      - /home/ubuntu/data:/home/ubuntu/data:rw # Read-write access to data
+      - /home/ubuntu/logs:/home/ubuntu/logs:rw # Read-write access to data
+    network_mode: "host"
+  ws_extended_fund_rate:
+    container_name: ws_extended_fund_rate
+    restart: "unless-stopped"
+    build:
+      context: ./
+      dockerfile: ./ws_extended_fund_rate/Dockerfile
+    volumes:
+      - /home/ubuntu/data:/home/ubuntu/data:rw # Read-write access to data
+      - /home/ubuntu/logs:/home/ubuntu/logs:rw # Read-write access to data
+    network_mode: "host"
+  ws_extended_orderbook:
+    container_name: ws_extended_orderbook
+    restart: "unless-stopped"
+    build:
+      context: ./ 
+      dockerfile: ./ws_extended_orderbook/Dockerfile
+    volumes:
+      - /home/ubuntu/data:/home/ubuntu/data:rw # Read-write access to dataw
+      - /home/ubuntu/logs:/home/ubuntu/logs:rw # Read-write access to data
+    network_mode: "host"
+  ws_extended_user:
+    container_name: ws_extended_user
+    restart: "unless-stopped"
+    build:
+      context: ./
+      dockerfile: ./ws_extended_user/Dockerfile
+    volumes:
+      - /home/ubuntu/data:/home/ubuntu/data:rw # Read-write access to data
+      - /home/ubuntu/logs:/home/ubuntu/logs:rw # Read-write access to data
+    network_mode: "host"
+  
+
+  # ng:
+  #   container_name: ng
+  #   restart: "unless-stopped"
+  #   build:
+  #     context: ./
+  #     dockerfile: ./ng/Dockerfile
+  #   volumes:
+  #     - /home/ubuntu/data:/home/ubuntu/data:rw # Read-write access to data
+  #     - /home/ubuntu/logs:/home/ubuntu/logs:rw # Read-write access to data
+  #   network_mode: "host"
--- a/extended.ipynb
+++ b/extended.ipynb
@@ -0,0 +1,797 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "6c70a8c3",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\n",
+    "import asyncio\n",
+    "import requests\n",
+    "from x10.config import MAINNET_CONFIG, TESTNET_CONFIG\n",
+    "from x10.core.stark_account import StarkPerpetualAccount\n",
+    "from x10.perpetual.trading_client import PerpetualTradingClient\n",
+    "from x10.models.order import OrderSide, OrderType\n",
+    "import time\n",
+    "from dotenv import load_dotenv\n",
+    "import os\n",
+    "import uuid\n",
+    "import asyncio\n",
+    "import logging\n",
+    "from decimal import Decimal\n",
+    "import modules.extended_auth as extend_auth\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "ff971ca9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "load_dotenv()\n",
+    "\n",
+    "API_KEY          = os.getenv('EXTENDED_API_KEY')\n",
+    "PUBLIC_KEY  = os.getenv('EXTENDED_STARK_KEY_PUBLIC')    # public Stark key (l2Key from account info)\n",
+    "PRIVATE_KEY = os.getenv('EXTENDED_STARK_KEY_PRIVATE')  # private Stark key (hex)\n",
+    "VAULT          = int(os.getenv('EXTENDED_VAULT_NUMBER'))                           # l2Vault from account info (integer)\n",
+    "\n",
+    "CONFIG = MAINNET_CONFIG\n",
+    "\n",
+    "ORDER_MARKET = \"ETH-USD\"\n",
+    "ORDER_SIDE   = OrderSide.BUY\n",
+    "ORDER_QTY    = Decimal(\"0.01\")\n",
+    "ORDER_PRICE  = Decimal(\"2200\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "fc2c6d2b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "client, trading_client = await extend_auth.create_auth_account_and_trading_client()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "id": "c366706f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "placed_order = await trading_client.place_order(\n",
+    "    market_name=ORDER_MARKET,\n",
+    "    amount_of_synthetic=ORDER_QTY,\n",
+    "    price=ORDER_PRICE,\n",
+    "    side=ORDER_SIDE,\n",
+    "    taker_fee=Decimal(\"0.00025\"),\n",
+    "    previous_order_id='1295034892466447624365619416628580523728221205816494340545831832663414858661'\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "WrappedApiResponse[EmptyModel](status='OK', data=EmptyModel(), error=None, pagination=None)"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "c = await trading_client.orders.mass_cancel(markets=['ETH-USD'])\n",
+    "c"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "03913674",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "8dd8aa73",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "d = await trading_client.account.get_positions_history()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "5f74f7cc",
+   "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>0</th>\n",
+       "      <th>1</th>\n",
+       "      <th>2</th>\n",
+       "      <th>3</th>\n",
+       "      <th>4</th>\n",
+       "      <th>5</th>\n",
+       "      <th>6</th>\n",
+       "      <th>7</th>\n",
+       "      <th>8</th>\n",
+       "      <th>9</th>\n",
+       "      <th>10</th>\n",
+       "      <th>11</th>\n",
+       "      <th>12</th>\n",
+       "      <th>13</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>(id, 2047947640758337536)</td>\n",
+       "      <td>(account_id, 270571)</td>\n",
+       "      <td>(market, ETH-USD)</td>\n",
+       "      <td>(side, SHORT)</td>\n",
+       "      <td>(size, 0.2160000000000000)</td>\n",
+       "      <td>(max_position_size, 0.2160000000000000)</td>\n",
+       "      <td>(leverage, 50.0000000000000000)</td>\n",
+       "      <td>(open_price, 2315.5000000000000000)</td>\n",
+       "      <td>(exit_price, 2308.6000000000000000)</td>\n",
+       "      <td>(realised_pnl, 1.4249250000000000)</td>\n",
+       "      <td>(realised_pnl_breakdown, trade_pnl=Decimal('1....</td>\n",
+       "      <td>(created_time, 1777103741241)</td>\n",
+       "      <td>(exit_type, TRADE)</td>\n",
+       "      <td>(closed_time, 1777133049026)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>(id, 2047512381621272576)</td>\n",
+       "      <td>(account_id, 270571)</td>\n",
+       "      <td>(market, ETH-USD)</td>\n",
+       "      <td>(side, LONG)</td>\n",
+       "      <td>(size, 0.2150000000000000)</td>\n",
+       "      <td>(max_position_size, 0.2150000000000000)</td>\n",
+       "      <td>(leverage, 50.0000000000000000)</td>\n",
+       "      <td>(open_price, 2316.6000000000000000)</td>\n",
+       "      <td>(exit_price, 2315.5000000000000000)</td>\n",
+       "      <td>(realised_pnl, 0.0720660000000000)</td>\n",
+       "      <td>(realised_pnl_breakdown, trade_pnl=Decimal('-0...</td>\n",
+       "      <td>(created_time, 1776999967376)</td>\n",
+       "      <td>(exit_type, TRADE)</td>\n",
+       "      <td>(closed_time, 1777103741241)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>(id, 2047419314696355840)</td>\n",
+       "      <td>(account_id, 270571)</td>\n",
+       "      <td>(market, ETH-USD)</td>\n",
+       "      <td>(side, LONG)</td>\n",
+       "      <td>(size, 0.2150000000000000)</td>\n",
+       "      <td>(max_position_size, 0.2150000000000000)</td>\n",
+       "      <td>(leverage, 50.0000000000000000)</td>\n",
+       "      <td>(open_price, 2321.7000000000000000)</td>\n",
+       "      <td>(exit_price, 2327.3000000000000000)</td>\n",
+       "      <td>(realised_pnl, 1.3196460000000000)</td>\n",
+       "      <td>(realised_pnl_breakdown, trade_pnl=Decimal('1....</td>\n",
+       "      <td>(created_time, 1776977778492)</td>\n",
+       "      <td>(exit_type, TRADE)</td>\n",
+       "      <td>(closed_time, 1776996621824)</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                          0                     1                  2   \\\n",
+       "0  (id, 2047947640758337536)  (account_id, 270571)  (market, ETH-USD)   \n",
+       "1  (id, 2047512381621272576)  (account_id, 270571)  (market, ETH-USD)   \n",
+       "2  (id, 2047419314696355840)  (account_id, 270571)  (market, ETH-USD)   \n",
+       "\n",
+       "              3                           4   \\\n",
+       "0  (side, SHORT)  (size, 0.2160000000000000)   \n",
+       "1   (side, LONG)  (size, 0.2150000000000000)   \n",
+       "2   (side, LONG)  (size, 0.2150000000000000)   \n",
+       "\n",
+       "                                        5                                6   \\\n",
+       "0  (max_position_size, 0.2160000000000000)  (leverage, 50.0000000000000000)   \n",
+       "1  (max_position_size, 0.2150000000000000)  (leverage, 50.0000000000000000)   \n",
+       "2  (max_position_size, 0.2150000000000000)  (leverage, 50.0000000000000000)   \n",
+       "\n",
+       "                                    7                                    8   \\\n",
+       "0  (open_price, 2315.5000000000000000)  (exit_price, 2308.6000000000000000)   \n",
+       "1  (open_price, 2316.6000000000000000)  (exit_price, 2315.5000000000000000)   \n",
+       "2  (open_price, 2321.7000000000000000)  (exit_price, 2327.3000000000000000)   \n",
+       "\n",
+       "                                   9   \\\n",
+       "0  (realised_pnl, 1.4249250000000000)   \n",
+       "1  (realised_pnl, 0.0720660000000000)   \n",
+       "2  (realised_pnl, 1.3196460000000000)   \n",
+       "\n",
+       "                                                  10  \\\n",
+       "0  (realised_pnl_breakdown, trade_pnl=Decimal('1....   \n",
+       "1  (realised_pnl_breakdown, trade_pnl=Decimal('-0...   \n",
+       "2  (realised_pnl_breakdown, trade_pnl=Decimal('1....   \n",
+       "\n",
+       "                              11                  12  \\\n",
+       "0  (created_time, 1777103741241)  (exit_type, TRADE)   \n",
+       "1  (created_time, 1776999967376)  (exit_type, TRADE)   \n",
+       "2  (created_time, 1776977778492)  (exit_type, TRADE)   \n",
+       "\n",
+       "                             13  \n",
+       "0  (closed_time, 1777133049026)  \n",
+       "1  (closed_time, 1777103741241)  \n",
+       "2  (closed_time, 1776996621824)  "
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import pandas as pd\n",
+    "pd.DataFrame(list(dict(d)['data']))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e119aaac",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Timestamp('2026-04-25 16:04:09.026000')"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import pandas as pd\n",
+    "pd.to_datetime(1777133049026, unit='ms')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[PositionModel(id=2047419314696355840, account_id=270571, market='ETH-USD', status='OPENED', side='LONG', leverage=Decimal('50'), size=Decimal('0.215'), value=Decimal('500.247305'), open_price=Decimal('2321.7'), mark_price=Decimal('2326.731653474999'), liquidation_price=Decimal('2222.8'), unrealised_pnl=Decimal('1.081805'), realised_pnl=Decimal('0.065534'), tp_price=None, sl_price=None, adl=2, created_at=1776977778498, updated_at=1776986778819)]"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "d = dict(await trading_client.account.get_positions()).get('data')\n",
+    "d"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "b9ac87f2",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'id': 2047419314696355840,\n",
+       " 'account_id': 270571,\n",
+       " 'market': 'ETH-USD',\n",
+       " 'status': 'OPENED',\n",
+       " 'side': 'LONG',\n",
+       " 'leverage': Decimal('50'),\n",
+       " 'size': Decimal('0.215'),\n",
+       " 'value': Decimal('500.247305'),\n",
+       " 'open_price': Decimal('2321.7'),\n",
+       " 'mark_price': Decimal('2326.731653474999'),\n",
+       " 'liquidation_price': Decimal('2222.8'),\n",
+       " 'unrealised_pnl': Decimal('1.081805'),\n",
+       " 'realised_pnl': Decimal('0.065534'),\n",
+       " 'tp_price': None,\n",
+       " 'sl_price': None,\n",
+       " 'adl': 2,\n",
+       " 'created_at': 1776977778498,\n",
+       " 'updated_at': 1776986778819}"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "dict(d[0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "62299776",
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "IndexError",
+     "evalue": "list index out of range",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[31m---------------------------------------------------------------------------\u001b[39m",
+      "\u001b[31mIndexError\u001b[39m                                Traceback (most recent call last)",
+      "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[40]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m [j \u001b[38;5;28;01mfor\u001b[39;00m j \u001b[38;5;28;01min\u001b[39;00m d \u001b[38;5;28;01mif\u001b[39;00m j.get(\u001b[33m'market'\u001b[39m) == \u001b[33m'ETH-USD'\u001b[39m][\u001b[32m0\u001b[39m]\n",
+      "\u001b[31mIndexError\u001b[39m: list index out of range"
+     ]
+    }
+   ],
+   "source": [
+    "[j for j in d if j.get('market') == 'ETH-USD']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "id": "7cd3413d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "balance = dict(dict(await trading_client.account.get_balance()).get('data', {}))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "62632db3",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "r = await trading_client.markets_info.get_pos"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 55,
+   "id": "e9c3fdc4",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "d = r['ETH-USD'].trading_config"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 58,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0.01"
+      ]
+     },
+     "execution_count": 58,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "float(d.min_order_size)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "2b5d7d21",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'type': 'SNAPSHOT',\n",
+       " 'data': {'t': 'SNAPSHOT',\n",
+       "  'm': 'ETH-USD',\n",
+       "  'b': [{'q': '362.381', 'p': '2318.1'}],\n",
+       "  'a': [{'q': '70.572', 'p': '2318.2'}],\n",
+       "  'd': '1'},\n",
+       " 'ts': 1776822518279,\n",
+       " 'seq': 14}"
+      ]
+     },
+     "execution_count": 1,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "{\"type\":\"SNAPSHOT\",\"data\":{\"t\":\"SNAPSHOT\",\"m\":\"ETH-USD\",\"b\":[{\"q\":\"362.381\",\"p\":\"2318.1\"}],\"a\":[{\"q\":\"70.572\",\"p\":\"2318.2\"}],\"d\":\"1\"},\"ts\":1776822518279,\"seq\":14}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "19f51572",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'data': {'m': 'ETH-USD', 'f': '-0.000001', 'T': 1776823319595},\n",
+       " 'ts': 1776823319595,\n",
+       " 'seq': 2}"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "{'data': {'m': 'ETH-USD', 'f': '-0.000001', 'T': 1776823319595}, 'ts': 1776823319595, 'seq': 2}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "id": "68006231",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Timestamp('2026-04-22 03:00:00')"
+      ]
+     },
+     "execution_count": 41,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import pandas as pd\n",
+    "\n",
+    "pd.to_datetime(1776826800000, unit='ms')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "5561153b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def time_round_down(dt, interval_mins=5) -> int: # returns timestamp in seconds\n",
+    "    interval_secs = interval_mins * 60\n",
+    "    seconds = dt.timestamp()\n",
+    "    rounded_seconds = math.floor(seconds / interval_secs) * interval_secs\n",
+    "    \n",
+    "    return rounded_seconds"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "id": "bd83b59f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "1776826800000"
+      ]
+     },
+     "execution_count": 40,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "(time_round_down(dt=datetime.now(timezone.utc), interval_mins=60)+(60*60))*1000"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "086dbfb3",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "2d734f79",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "e6b59c51",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import json\n",
+    "\n",
+    "### USER DATA STREAM ###\n",
+    "order = json.loads('{\"type\":\"ORDER\",\"data\":{\"isSnapshot\":true,\"orders\":[]},\"ts\":1776839215443,\"seq\":1}')\n",
+    "position = json.loads('{\"type\":\"POSITION\",\"data\":{\"isSnapshot\":true,\"positions\":[]},\"ts\":1776839215443,\"seq\":2}')\n",
+    "balance = json.loads('{\"type\":\"BALANCE\",\"data\":{\"isSnapshot\":true,\"balance\":{\"collateralName\":\"USD\",\"balance\":\"25.979998\",\"status\":\"ACTIVE\",\"equity\":\"25.979998\",\"spotEquity\":\"0\",\"spotEquityForAvailableForTrade\":\"0\",\"availableForTrade\":\"25.979998\",\"availableForWithdrawal\":\"25.979998\",\"unrealisedPnl\":\"0\",\"initialMargin\":\"0.000000\",\"marginRatio\":\"0.0000\",\"updatedTime\":1776822250184,\"exposure\":\"0\",\"leverage\":\"0.0000\"}},\"ts\":1776839215443,\"seq\":3}')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "ee8420c4",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'type': 'ORDER',\n",
+       " 'data': {'isSnapshot': True, 'orders': []},\n",
+       " 'ts': 1776839215443,\n",
+       " 'seq': 1}"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "order"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "e8d20d9f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'type': 'POSITION',\n",
+       " 'data': {'isSnapshot': True, 'positions': []},\n",
+       " 'ts': 1776839215443,\n",
+       " 'seq': 2}"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "position"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'type': 'BALANCE',\n",
+       " 'data': {'isSnapshot': True,\n",
+       "  'balance': {'collateralName': 'USD',\n",
+       "   'balance': '25.979998',\n",
+       "   'status': 'ACTIVE',\n",
+       "   'equity': '25.979998',\n",
+       "   'spotEquity': '0',\n",
+       "   'spotEquityForAvailableForTrade': '0',\n",
+       "   'availableForTrade': '25.979998',\n",
+       "   'availableForWithdrawal': '25.979998',\n",
+       "   'unrealisedPnl': '0',\n",
+       "   'initialMargin': '0.000000',\n",
+       "   'marginRatio': '0.0000',\n",
+       "   'updatedTime': 1776822250184,\n",
+       "   'exposure': '0',\n",
+       "   'leverage': '0.0000'}},\n",
+       " 'ts': 1776839215443,\n",
+       " 'seq': 3}"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "balance"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "fb16dfb9",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "b0388dc7",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import valkey\n",
+    "import json\n",
+    "VAL_KEY = valkey.Valkey(host='localhost', port=6379, db=0, decode_responses=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "b = json.loads(VAL_KEY.get('fund_rate_aster'))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "a = json.loads(VAL_KEY.get('fund_rate_aster'))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "665377af",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'timestamp_arrival': 1776970338127,\n",
+       " 'timestamp_msg': 1776970338000,\n",
+       " 'symbol': 'ETHUSDT',\n",
+       " 'mark_price': '2310.59000000',\n",
+       " 'index_price': '2311.29372093',\n",
+       " 'estimated_settle_price': '2312.11380907',\n",
+       " 'funding_rate': '-0.00001108',\n",
+       " 'next_funding_time_ts_ms': 1776988800000}"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "json.loads(VAL_KEY.get('fund_rate_aster'))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "f15dd3c7",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "VAL_KEY.get('fr_aster_user_positions')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "23f88a3e",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "af5c751b",
+   "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": "3.13.12"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
--- a/main.py
+++ b/main.py
@@ -5,22 +5,30 @@ import math
 import os
 import time
 import traceback
-from dataclasses import asdict, dataclass
+from dataclasses import asdict, dataclass, field
 from datetime import datetime, timezone
+from decimal import ROUND_DOWN, Decimal
 from typing import AsyncContextManager
-from dotenv import load_dotenv

+from typing import Any
 import numpy as np
 import pandas as pd
 import requests
+
 # import talib
 import valkey
+from dotenv import load_dotenv
 from sqlalchemy import text
 from sqlalchemy.ext.asyncio import create_async_engine
+from x10.models.order import OrderSide

+import modules.utils as utils
+import modules.aster_auth as aster_auth
+import modules.extended_auth as extend_auth
+import modules.structs as structs

 ### Database ###
-CLIENT = None
+EXTEND_CLIENT = None
 CON: AsyncContextManager | None = None
 VAL_KEY = None

@@ -28,42 +36,578 @@ VAL_KEY = None
 load_dotenv()
 LOG_FILEPATH: str = os.getenv("LOGS_PATH") + '/Fund_Rate_Algo.log'

+### Algo Config ###
+ALGO_CONFIG: structs.Algo_Config = None

+### CONSTANTS ###
+ASTER = structs.Perpetual_Exchange(
+    mult = 150,
+    lh_asset = 'ETH',
+    rh_asset = 'USDT',
+    symbol_asset_separator = '',
+)
+
+EXTEND_LH_ASSET: str = 'ETH'
+EXTEND_RH_ASSET: str = 'USD'
+EXTEND_TICKER: str = EXTEND_LH_ASSET + '-' + EXTEND_RH_ASSET
+
+### GLOBALS ###
+ASTER_MULT = 150
+EXTEND_MULT = 50
+
+ASTER_MIN_ORDER_QTY = 0.001
+EXTEND_MIN_ORDER_QTY = 0.01
+
+ASTER_AVAIL_COLLATERAL = 0
+EXTEND_AVAIL_COLLATERAL = 0
+
+ASTER_NOTIONAL_POSITION = 0
+EXTEND_NOTIONAL_POSITION = 0
+
+ASTER_OPEN_ORDERS = []
+EXTEND_OPEN_ORDERS = []
+
+# ASTER_OPEN_POSITIONS = []
+# EXTEND_OPEN_POSITIONS = []
+
+# EXCHANGES: list = [ Aster(), Extend() ]
+
+### FLAGS ###
+Flags = structs.Flags()
+
+### UTILS ###
+def round_decimal_down(value, decimal_places):
+    # Construct precision string like '0.01' for 2 places
+    fmt = f'0.{"0" * decimal_places}' if decimal_places > 0 else '0'
+    precision = Decimal(fmt)
+    return Decimal(str(value)).quantize(precision, rounding=ROUND_DOWN)
+
+### OPEN ORDERS ###
+async def get_aster_open_orders():
+    global ASTER_OPEN_ORDERS
+
+    fut_acct_openOrders = {
+        "url": "/fapi/v3/openOrders",
+        "method": "GET",
+        "params": {}
+    }
+    ASTER_OPEN_ORDERS = await aster_auth.post_authenticated_url(fut_acct_openOrders)
+
+async def get_extend_open_orders():
+    global EXTEND_OPEN_ORDERS
+
+    EXTEND_OPEN_ORDERS = list(dict(await EXTEND_CLIENT.account.get_open_orders()).get('data', 0))
+
+### WALLLET ###
+async def get_aster_collateral():
+    global ASTER_AVAIL_COLLATERAL
+
+    fut_acct_balances = {
+        "url": "/fapi/v3/balance",
+        "method": "GET",
+        "params": {}
+    }
+    r = await aster_auth.post_authenticated_url(fut_acct_balances)
+    ASTER_AVAIL_COLLATERAL = float([d for d in r if d.get('asset')==ASTER.rh_asset][0].get('availableBalance'))
+
+async def get_aster_notional_position(resp: dict | None = None):
+    global ASTER_NOTIONAL_POSITION
+    global ASTER_MULT
+
+    if not resp:
+        fut_acct_positionRisk = {
+            "url": "/fapi/v3/positionRisk",
+            "method": "GET",
+            "params": {
+                'symbol': ASTER.symbol,
+            }
+        }
+        resp = await aster_auth.post_authenticated_url(fut_acct_positionRisk)
+    
+    d = [x for x in resp if x.get('symbol', None) == ASTER.symbol][0]
+    
+    if len(d) < 1:
+        logging.info(f'BAD NOTIONAL - ASTER CHANGE: Empty d: {d}; resp: {resp}')
+        await kill_algo()
+
+    aster_unrealized_pnl = float(d['unrealized_pnl']) if d.get('unrealized_pnl') is not None else float(d['unRealizedProfit'])
+    
+    if d.get('notional') is not None:
+        notional = float(d['notional']) 
+    else:
+        notional = float(d['position_amount'])*float(d['entry_price'])
+
+    previous_notional_position = ASTER_NOTIONAL_POSITION
+    ASTER_NOTIONAL_POSITION = notional - aster_unrealized_pnl
+    if not resp:
+        ASTER_MULT = float(d['leverage'])
+    if abs(ASTER_NOTIONAL_POSITION) > ALGO_CONFIG.Max_Target_Notional*1.01:
+        logging.info(f'BAD NOTIONAL - ASTER CHANGE: {ASTER_NOTIONAL_POSITION}; UR PNL: {aster_unrealized_pnl}; MULT: {ASTER_MULT}; d: {d}; resp: {resp}')
+        await kill_algo()
+    if ASTER_NOTIONAL_POSITION != previous_notional_position:
+        logging.info(f'ASTER NOTIONAL CHANGE: {previous_notional_position} -> {ASTER_NOTIONAL_POSITION:.2f}; UR PNL: {aster_unrealized_pnl:.2f}; MULT: {ASTER_MULT:.0f}; resp: {bool(resp)}')
+
+async def get_extend_collateral():
+    global EXTEND_AVAIL_COLLATERAL
+
+    get_bals = dict(dict(await EXTEND_CLIENT.account.get_balance()).get('data', {}))
+    EXTEND_AVAIL_COLLATERAL = get_bals.get('available_for_trade', 0) if get_bals.get('collateral_name', None)==EXTEND_RH_ASSET else 0
+
+async def get_extend_notional(resp: dict | None = None):
+    global EXTEND_NOTIONAL_POSITION
+    global EXTEND_MULT
+
+    if not resp:
+        resp = dict(await EXTEND_CLIENT.account.get_positions()).get('data', {})
+    
+    pos_dict = [dict(d) for d in resp if dict(d).get('market') == EXTEND_TICKER]
+    
+    if not pos_dict:
+        logging.info('get_extend_notional - No Positions')
+    else:
+        pos_dict = pos_dict[0]
+        unrealized_pnl = pos_dict.get('unrealised_pnl', 0)
+        previous_notional_position = EXTEND_NOTIONAL_POSITION
+        position_side = pos_dict['side'] # LONG or SHORT
+        notional_pos_abs = abs(float(pos_dict['value']))
+        if position_side == 'LONG':
+            notional_pos_sided = notional_pos_abs
+        elif position_side == 'SHORT':
+            notional_pos_sided = notional_pos_abs * -1
+        else:
+            logging.info(f'EXTEND BAD SIDE ON POSITION UPDATE: {pos_dict}')
+        
+        EXTEND_NOTIONAL_POSITION = notional_pos_sided - float(unrealized_pnl)
+        EXTEND_MULT = pos_dict.get('leverage', EXTEND_MULT)
+        if EXTEND_NOTIONAL_POSITION != previous_notional_position:
+            logging.info(f'EXTEND NOTIONAL CHANGE: {previous_notional_position} -> {EXTEND_NOTIONAL_POSITION:.2f}; UR PNL: {unrealized_pnl:.2f}; MULT: {EXTEND_MULT:.0f}; resp: {bool(resp)}')
+
+### EXCHANGE INFO ###
+async def get_aster_exch_info():
+    global ASTER_MIN_ORDER_QTY
+    
+    fut_acct_exchangeInfo = {
+        "url": "/fapi/v3/exchangeInfo",
+        "method": "GET",
+        "params": {}
+    }
+    r = await aster_auth.post_authenticated_url(fut_acct_exchangeInfo)
+    s = r['symbols']
+    d = [d for d in s if d.get('symbol', None) == 'ETHUSDT'][0]
+    f = [f for f in d['filters'] if f.get('filterType', None) == 'LOT_SIZE'][0]
+    ASTER_MIN_ORDER_QTY = float(f['minQty'])
+
+async def get_extend_exch_info():
+    global EXTEND_MIN_ORDER_QTY
+    
+    r = await EXTEND_CLIENT.markets_info.get_markets_dict() 
+    EXTEND_MIN_ORDER_QTY = float(r['ETH-USD'].trading_config.min_order_size)
+
+### CANCEL ORDERS ###
+async def aster_cancel_all_orders():
+    cancel_all_open_orders = {
+        "url": "/fapi/v3/allOpenOrders",
+        "method": "DELETE",
+        "params": {
+            'symbol': 'ETHUSDT',
+        }
+    }
+    r = await aster_auth.post_authenticated_url(cancel_all_open_orders)
+    logging.info(f'ASTER CANCEL ALL OPEN ORDERS RESP: {r}')
+
+async def extend_cancel_all_orders():
+    r = await EXTEND_CLIENT.orders.mass_cancel(markets=[EXTEND_TICKER])
+    logging.info(f'EXTEND CANCEL ALL OPEN ORDERS RESP: {r}')
+
+### KILL ALGO ###
+async def kill_algo():
+    await aster_cancel_all_orders()
+    await extend_cancel_all_orders()
+    logging.info('ALGO KILL FLAG ACTIVATED; CANCELLING OPEN ORDERS AND SHUTTING DOWN')
+    raise ValueError('KILL FLAG ACTIVATED')
+
+### ALGO LOOP ###
 async def run_algo():
+    global ALGO_CONFIG

    try:
        while True:
            loop_start = time.time()
-            print('__________Start___________')
+            # print('__________Start___________')
+            ### ALGO CONIFG ###
+            ALGO_CONFIG = json.loads(VAL_KEY.get('fr_orchestrator_output'), object_hook=lambda d: structs.Algo_Config(**d))
+            ALGO_CONFIG.Max_Target_Notional = float(min([ASTER_MULT, EXTEND_MULT]) * ALGO_CONFIG.Target_Open_Cash_Position)
            
-            MEXC_FUND_RATE = json.loads(VAL_KEY.get('fund_rate_mexc'))
-            MEXC_TICKER = json.loads(VAL_KEY.get('fut_ticker_mexc'))
-            APEX_TICKER = json.loads(VAL_KEY.get('fut_ticker_apex'))
-            print(f'MEXC FUND RATE: {MEXC_FUND_RATE}')
-            print(f'MEXC TICKER: {MEXC_TICKER}')
-            print(f'APEX TICKER: {APEX_TICKER}')
+            MIN_TIME_TO_FUNDING = ALGO_CONFIG.Min_Time_To_Funding_Minutes * 60 * 1000

+            ### Load Data from Feedhandlers ###
+            ASTER_FUND_RATE_DICT = json.loads(VAL_KEY.get('fund_rate_aster'))
+            EXTENDED_FUND_RATE_DICT = json.loads(VAL_KEY.get('fund_rate_extended'))
+            
+            ASTER_FUND_RATE = float(ASTER_FUND_RATE_DICT.get('funding_rate', 0))
+            EXTEND_FUND_RATE = float(EXTENDED_FUND_RATE_DICT.get('funding_rate', 0))
+            ASTER_FUND_RATE_TIME = float(ASTER_FUND_RATE_DICT.get('next_funding_time_ts_ms', 0))
+            EXTEND_FUND_RATE_TIME = float(EXTENDED_FUND_RATE_DICT.get('next_funding_time_ts_ms', 0))
+            
+            ASTER_TICKER_DICT = json.loads(VAL_KEY.get('fut_ticker_aster'))
+            EXTENDED_TICKER_DICT = json.loads(VAL_KEY.get('fut_ticker_extended'))
+            
+            ### Manage Local Collateral Using Updates from WS ###
+            ASTER_WS_COLLATERAL_UPDATES = VAL_KEY.get('fr_aster_user_positions')
+            ASTER_WS_COLLATERAL_UPDATES = json.loads(ASTER_WS_COLLATERAL_UPDATES) if ASTER_WS_COLLATERAL_UPDATES is not None else []
+            EXTEND_WS_COLLATERAL_UPDATES = VAL_KEY.get('fr_extended_user_positions')
+            EXTEND_WS_COLLATERAL_UPDATES = json.loads(EXTEND_WS_COLLATERAL_UPDATES) if EXTEND_WS_COLLATERAL_UPDATES is not None else []
+
+            ### Manage Local Notionals Using Updates from WS ###
+            ASTER_WS_POS_UPDATES = VAL_KEY.get('fr_aster_user_positions')
+            ASTER_WS_POS_UPDATES = json.loads(ASTER_WS_POS_UPDATES) if ASTER_WS_POS_UPDATES is not None else []
+            EXTEND_WS_POS_UPDATES = VAL_KEY.get('fr_extended_user_positions')
+            EXTEND_WS_POS_UPDATES = json.loads(EXTEND_WS_POS_UPDATES) if EXTEND_WS_POS_UPDATES is not None else []
+
+            ### Manage Local Orders Using Updates from WS ###
+            ASTER_WS_ORDER_UPDATES = VAL_KEY.get('fr_aster_user_orders')
+            ASTER_WS_ORDER_UPDATES = json.loads(ASTER_WS_ORDER_UPDATES) if ASTER_WS_ORDER_UPDATES is not None else []
+            EXTEND_WS_ORDER_UPDATES = VAL_KEY.get('fr_extended_user_orders')
+            EXTEND_WS_ORDER_UPDATES = json.loads(EXTEND_WS_ORDER_UPDATES) if EXTEND_WS_ORDER_UPDATES is not None else []
+
+            # CHECK NO MORE THAN 1 OPEN ORDER ON EITHER EXCHANGE #
+            if len(ASTER_OPEN_ORDERS) > 1 or len(EXTEND_OPEN_ORDERS) > 1:
+                logging.info(f'MORE THAN 1 ORDER OPEN - KILLING ALGO: ASTER_OPEN_ORDERS ({len(ASTER_OPEN_ORDERS)}): {ASTER_OPEN_ORDERS}; EXTEND_OPEN_ORDERS ({len(EXTEND_OPEN_ORDERS)}): {EXTEND_OPEN_ORDERS}')
+                await kill_algo()
+                raise ValueError('NOT HERE: MORE THAN 1 ORDER OPEN - KILLING ALGO: ASTER_OPEN_ORDERS')
+
+            ### CHECK TIME TO FUNDING AND WHETHER TO BE ACTIVE ###
+            now_ms = round(datetime.now().timestamp()*1000)
+            time_to_funding_ms = min([ASTER_FUND_RATE_TIME, EXTEND_FUND_RATE_TIME]) - now_ms
+            if ( time_to_funding_ms > MIN_TIME_TO_FUNDING ) and (not ASTER_OPEN_ORDERS) and (not EXTEND_OPEN_ORDERS):
+                print(f'Outside action window (minutes) and no active order (sleeping for 5 sec): {pd.to_datetime(time_to_funding_ms, unit='ms').minute} > {pd.to_datetime(MIN_TIME_TO_FUNDING, unit='ms').minute}')
                time.sleep(5)
+                continue
+
+            if len(ASTER_WS_POS_UPDATES) > 0:
+                await get_aster_notional_position(resp=ASTER_WS_POS_UPDATES)
+                ###### *** returned 0 notional even though had a position, need to handle and safety check to not order above max notional.
+            
+            if len(EXTEND_WS_POS_UPDATES) > 0:
+                await get_extend_notional(resp=EXTEND_WS_POS_UPDATES)
+
+            if ASTER_WS_ORDER_UPDATES is not None:
+                for idx, o in enumerate(ASTER_OPEN_ORDERS):
+                    order_id = o.get('order_id') if o.get('order_id') is not None else o.get('orderId')
+                    order_orig_status = o['status']
+                    order_update = [ou for ou in ASTER_WS_ORDER_UPDATES if ou.get('order_id', None) == order_id]
+                    
+                    if len(order_update) > 0:
+                        order_update = order_update[0]
+                        order_update_status = order_update.get('status') if order_update.get('status') is not None else order_update.get('order_status')
+                        order_status_changed = order_orig_status.upper() != order_update_status.upper()
+
+                        if order_status_changed:
+                            logging.info(f'ASTER ORDER ({order_id}): {order_orig_status} -> {order_update_status}')
+                            ASTER_OPEN_ORDERS[idx] = order_update
+                            if order_update_status in ['CANCELED','EXPIRED']:
+                                logging.info(f'ASTER ORDER CANCELLED or EXPIRED: {order_id}')
+                                ASTER_OPEN_ORDERS.pop(idx)
+                            elif order_update_status in ['PARTIALLY_FILLED']:
+                                logging.info(f'ASTER ORDER PARTIALLY FILLED: {order_id}')
+                                await get_aster_collateral()
+                                await get_aster_notional_position()
+                            elif order_update_status in ['FILLED']:
+                                logging.info(f'ASTER ORDER FILLED: {order_id}')
+                                ASTER_OPEN_ORDERS.pop(idx)
+                                await get_aster_collateral()
+                                await get_aster_notional_position()
+                            else:
+                                logging.critical(f'EXTEND ORDER STATUS CHG TO UNEXPECTED VALUE, KILLING... ({order_id}): {order_orig_status} -> {order_update_status}')
+            if EXTEND_WS_ORDER_UPDATES is not None:
+                for idx, o in enumerate(EXTEND_OPEN_ORDERS):
+                    o = dict(o)
+                    order_id = o.get('order_id') if o.get('order_id') is not None else o.get('id')
+                    order_orig_status = o['status']
+                    order_update = [dict(ou) for ou in EXTEND_WS_ORDER_UPDATES if dict(ou).get('order_id', None) == order_id]
+
+                    if len(order_update) > 0:
+                        order_update = order_update[0]
+                        order_update_status = order_update.get('status')
+                        order_status_changed = order_orig_status.upper() != order_update_status.upper()
+
+                        if order_status_changed:
+                            logging.info(f'EXTEND ORDER ({order_id}): {order_orig_status} -> {order_update_status}')
+                            EXTEND_OPEN_ORDERS[idx] = order_update
+                            if order_update_status in ['CANCELLED','EXPIRED','REJECTED']:
+                                logging.info(f'EXTEND ORDER CANCELLED or EXPIRED: {order_id}')
+                                EXTEND_OPEN_ORDERS.pop(idx)
+                            elif order_update_status in ['PARTIALLY_FILLED']:
+                                logging.info(f'EXTEND ORDER PARTIALLY FILLED: {order_id}')
+                                await get_extend_collateral()
+                                await get_extend_notional()
+                            elif order_update_status in ['FILLED']:
+                                logging.info(f'EXTEND ORDER FILLED: {order_id}')
+                                EXTEND_OPEN_ORDERS.pop(idx)
+                                await get_extend_collateral()
+                                await get_extend_notional()
+                            else:
+                                logging.critical(f'EXTEND ORDER STATUS CHG TO UNEXPECTED VALUE, KILLING... ({order_id}): {order_orig_status} -> {order_update_status}')
+
+
+            ASTER_PAYOUT_DIRECTION_STR = 'LONG PAYS SHORT' if ASTER_FUND_RATE > 0 else 'SHORT PAYS LONG'
+            EXTEND_PAYOUT_DIRECTION_STR = 'LONG PAYS SHORT' if EXTEND_FUND_RATE > 0 else 'SHORT PAYS LONG'
+            
+            min_between_fundings = round((abs(ASTER_FUND_RATE_TIME - EXTEND_FUND_RATE_TIME) / 1000 / 60))
+            FUNDINGS_AT_SAME_TIME_NEXT_HR = min_between_fundings < 5
+            # FUNDINGS_AT_SAME_TIME_NEXT_HR = ( (ASTER_FUND_RATE_TIME < 60*60*1000) and (EXTEND_FUND_RATE < 60*60*1000) )
+
+
+            if ( abs(ASTER_FUND_RATE) > abs(EXTEND_FUND_RATE) ) and FUNDINGS_AT_SAME_TIME_NEXT_HR:
+                ALPHA_EXCH = 'ASTER' 
+                ALPHA_FUND_RATE = ASTER_FUND_RATE
+            else:
+                ALPHA_EXCH = 'EXTEND' 
+                ALPHA_FUND_RATE = EXTEND_FUND_RATE 
+                
+            if ALPHA_FUND_RATE < 0:
+                ALPHA_CARRY_SIDE = 'BUY'
+                ALPHA_TGT_NOTIONAL = ALGO_CONFIG.Max_Target_Notional
+            else:
+                ALPHA_CARRY_SIDE = 'SELL'
+                ALPHA_TGT_NOTIONAL = ALGO_CONFIG.Max_Target_Notional*-1
+
+            def calc_next_net_fund_rate(FUNDINGS_AT_SAME_TIME_NEXT_HR: bool) -> float:
+                if FUNDINGS_AT_SAME_TIME_NEXT_HR:
+                    return ASTER_FUND_RATE + EXTEND_FUND_RATE
+                else:
+                    return EXTEND_FUND_RATE
+
+            NEXT_NET_FUNDING_RATE = calc_next_net_fund_rate(FUNDINGS_AT_SAME_TIME_NEXT_HR)
+            Flags.NET_FUNDING_IS_ZERO = NEXT_NET_FUNDING_RATE == 0.00
+            if Flags.NET_FUNDING_IS_ZERO:
+                logging.info('NET FUNDING = 0.00; Cancelling Open Orders; Wait Until Non-Zero.')
+
+                ALPHA_TGT_NOTIONAL = 0.00
+
+            if ALPHA_EXCH == 'EXTEND':
+                ASTER_TGT_NOTIONAL = ALPHA_TGT_NOTIONAL*-1
+                EXTEND_TGT_NOTIONAL = ALPHA_TGT_NOTIONAL
+                if ALPHA_CARRY_SIDE == 'BUY':
+                    ASTER_TOB_PX = float(ASTER_TICKER_DICT['best_ask_px'])
+                    EXTEND_TOB_PX = float(EXTENDED_TICKER_DICT['best_bid_px'])
+                else:
+                    ASTER_TOB_PX = float(ASTER_TICKER_DICT['best_bid_px'])
+                    EXTEND_TOB_PX = float(EXTENDED_TICKER_DICT['best_ask_px'])
+            else:
+                ASTER_TGT_NOTIONAL = ALPHA_TGT_NOTIONAL
+                EXTEND_TGT_NOTIONAL = ALPHA_TGT_NOTIONAL*-1
+                if ALPHA_CARRY_SIDE == 'BUY':
+                    ASTER_TOB_PX = float(ASTER_TICKER_DICT['best_bid_px'])
+                    EXTEND_TOB_PX = float(EXTENDED_TICKER_DICT['best_ask_px'])
+                else:
+                    ASTER_TOB_PX = float(ASTER_TICKER_DICT['best_ask_px'])
+                    EXTEND_TOB_PX = float(EXTENDED_TICKER_DICT['best_bid_px'])
+
+
+            ASTER_TGT_TAIL = ASTER_TGT_NOTIONAL - ASTER_NOTIONAL_POSITION
+            EXTEND_TGT_TAIL = EXTEND_TGT_NOTIONAL - EXTEND_NOTIONAL_POSITION
+
+            ASTER_TGT_TAIL_BASE_QTY = Decimal(str(float(ASTER_TGT_TAIL) / float(ASTER_TOB_PX))).quantize(Decimal(str(0.001)), rounding=ROUND_DOWN)
+            EXTEND_TGT_TAIL_BASE_QTY = Decimal(str(float(EXTEND_TGT_TAIL) / float(EXTEND_TOB_PX))).quantize(Decimal(str(0.001)), rounding=ROUND_DOWN)
+
+            MAX_MIN_ORDER_QTY = max([ASTER_MIN_ORDER_QTY, EXTEND_MIN_ORDER_QTY])
+
+            ASTER_TGT_TAIL_ORDERABLE = abs(ASTER_TGT_TAIL_BASE_QTY) >= MAX_MIN_ORDER_QTY
+            EXTEND_TGT_TAIL_ORDERABLE = abs(EXTEND_TGT_TAIL_BASE_QTY) >= MAX_MIN_ORDER_QTY
+
+            def print_summary(use_logging: bool = False):
+                OUT: print | logging.info  = logging.info if use_logging else print
+                
+                OUT(f'''
+                {pd.to_datetime(ASTER_FUND_RATE_TIME, unit='ms')} ({(pd.to_datetime(ASTER_FUND_RATE_TIME, unit='ms')-datetime.now()):}) | {pd.to_datetime(EXTEND_FUND_RATE_TIME, unit='ms')} ({(pd.to_datetime(EXTEND_FUND_RATE_TIME, unit='ms')-datetime.now()):})
+                ASTER: {ASTER_FUND_RATE:.6%} [{ASTER_FUND_RATE*10_000:.2f}bps] [{ASTER_FUND_RATE*1_000_000:.0f}pips]        | EXTEND: {EXTEND_FUND_RATE:.6%} [{EXTEND_FUND_RATE*10_000:.2f}bps] [{EXTEND_FUND_RATE*1_000_000:.0f}pips]
+                ASTER: {ASTER_PAYOUT_DIRECTION_STR}                       | EXTEND: {EXTEND_PAYOUT_DIRECTION_STR}
+                ASTER: [ Available Collateral: {ASTER_AVAIL_COLLATERAL:.4f} ]     | EXTEND: [ Available Collateral: {EXTEND_AVAIL_COLLATERAL:.4f} ]
+                ASTER: [ Notional Position $ : {ASTER_NOTIONAL_POSITION:.4f} ]   | EXTEND: [ Notional Position $ : {EXTEND_NOTIONAL_POSITION:.4f} ]
+                
+                SAME TIME?  : {FUNDINGS_AT_SAME_TIME_NEXT_HR} [ Minutes Between Fundings: {min_between_fundings} ]
+                NET FUNDING : {NEXT_NET_FUNDING_RATE:.6%} [{NEXT_NET_FUNDING_RATE*10_000:.2f}bps] [{NEXT_NET_FUNDING_RATE*1_000_000:.0f}pips]; Is Zero?: {Flags.NET_FUNDING_IS_ZERO}
+                ALPHA SIDE  : {ALPHA_EXCH} [{ALPHA_CARRY_SIDE}]
+
+                TGT NOTIONAL: $ {ALGO_CONFIG.Max_Target_Notional if not Flags.NET_FUNDING_IS_ZERO else 0.00}
+
+                ASTER: {ASTER_NOTIONAL_POSITION:.4f} -> {ASTER_TGT_NOTIONAL:.2f} [ Remain: {ASTER_TGT_TAIL:.4f} ] | EXTEND: {EXTEND_NOTIONAL_POSITION:.4f} -> {EXTEND_TGT_NOTIONAL:.2f} [ Remain: {EXTEND_TGT_TAIL:.4f} ]
+                ASTER: {ASTER_TGT_NOTIONAL:.4f} - {ASTER_NOTIONAL_POSITION:.4f} = Tail: {ASTER_TGT_TAIL:4f} | EXTEND: {EXTEND_TGT_NOTIONAL:.4f} - {EXTEND_NOTIONAL_POSITION:.4f} = Tail: {EXTEND_TGT_TAIL:4f}
+                ASTER: {ASTER_TGT_TAIL_BASE_QTY:.4f} > {MAX_MIN_ORDER_QTY:.4f} min [ Order: {ASTER_TGT_TAIL_ORDERABLE} ]    | EXTEND: {EXTEND_TGT_TAIL_BASE_QTY:.4f} > {MAX_MIN_ORDER_QTY:.4f} min [ Order: {EXTEND_TGT_TAIL_ORDERABLE} ]
+
+                --- ASTER OPEN ORDERS  ---
+                    {ASTER_OPEN_ORDERS}
+                
+                --- EXTEND OPEN ORDERS ---
+                    {EXTEND_OPEN_ORDERS}
+                ''')
+            if ALGO_CONFIG.Print_Summary_Each_Loop:
+                print_summary()
+            # print_summary()
+
+            ### ROUTES ###
+            # ASTER
+            if ASTER_TGT_TAIL_ORDERABLE and ALGO_CONFIG.Allow_Ordering_Aster:
+                symbol = ASTER.symbol
+                side = 'BUY' if ASTER_TGT_TAIL_BASE_QTY > 0.00 else 'SELL'
+                qty = str(abs(ASTER_TGT_TAIL_BASE_QTY))
+                price = ASTER_TOB_PX - ALGO_CONFIG.Price_Worsener_Aster if side == 'BUY' else ASTER_TOB_PX + ALGO_CONFIG.Price_Worsener_Aster
+                
+                if abs( ( float(ASTER_TGT_TAIL_BASE_QTY)*float(price) ) + ASTER_NOTIONAL_POSITION ) > ALGO_CONFIG.Max_Target_Notional*1.01:
+                    logging.info(f'TRYING TO ORDER OVER MAX NOTIOANL - ASTER: {ASTER_NOTIONAL_POSITION} + {float(ASTER_TGT_TAIL_BASE_QTY)*float(price)} (qty: {float(ASTER_TGT_TAIL_BASE_QTY):.2f}; px: {float(price):.2f})')
+                    await kill_algo()
+                if ASTER_OPEN_ORDERS:
+                    open_order_id = ASTER_OPEN_ORDERS[0].get('order_id') if ASTER_OPEN_ORDERS[0].get('order_id') is not None else ASTER_OPEN_ORDERS[0]['orderId']
+                    open_order_px = float(ASTER_OPEN_ORDERS[0].get('price')) if ASTER_OPEN_ORDERS[0].get('price') is not None else float(ASTER_OPEN_ORDERS[0]['original_price'])
+                    if round(open_order_px - float(price), 2) == 0.00:
+                        logging.info('ASTER OPEN ORDER NO PX CHG; SKIPPING')
+                        place_order = False
+                    else:
+                        cancel_order = {
+                            "url": "/fapi/v3/order",
+                            "method": "DELETE",
+                            "params": {
+                                'symbol': ASTER.symbol,
+                                'orderId': open_order_id,
+                            }
+                        }
+                        cr = await aster_auth.post_authenticated_url(cancel_order)
+                        if cr.get('status', None) == 'CANCELED':
+                            ASTER_OPEN_ORDERS.pop(0)
+                            place_order = True
+                        else:
+                            logging.warning(f'ASTER ORDER FAILED TO CANCEL DURING CR ({open_order_id}): RESP {cr}')
+                            place_order = False
+                else:
+                    place_order = True
+                
+                if ASTER_TGT_TAIL_BASE_QTY == 0.00:
+                    place_order = False
+                    logging.info('ASTER TRYNG TO ORDER 0.00 BASE QTY, SKIPPING')
+
+                if place_order:                
+                    price = Decimal(str(price)).quantize(Decimal(str(0.01)), rounding=ROUND_DOWN)
+                    post_order = {
+                        "url": "/fapi/v3/order",
+                        "method": "POST",
+                        "params": {
+                            'symbol': symbol,
+                            'side': side,
+                            'type': 'LIMIT',
+                            'timeInForce': 'GTC',
+                            'quantity': qty,
+                            'price': price,
+                        }
+                    }
+                    order_resp = await aster_auth.post_authenticated_url(post_order)
+                    if order_resp.get('orderId', None) is not None:
+                        order_resp['original_price'] = price
+                        ASTER_OPEN_ORDERS.append(order_resp)
+                        utils.send_tg_alert(f'FR_ALGO - ASTER Order. Start_$: {ASTER_NOTIONAL_POSITION:.2f}; Value: {float(ASTER_TGT_TAIL_BASE_QTY)*float(price):.2f}; Price: {float(price):.2f}')
+                        logging.info(f'ASTER ORDER PLACED SUCCESS: {order_resp}')
+                        print_summary(use_logging=True)
+                else:
+                    logging.warning('ASTER PLACE ORDER CHECKS FAILED, SKIPPING')
+
+            elif not(ASTER_TGT_TAIL_ORDERABLE) and ASTER_OPEN_ORDERS:
+                logging.info('ASTER HAS NO TAIL BUT OPEN ORDERS - CANCELLING OPEN ORDERS')
+                await aster_cancel_all_orders()
+            
+            # EXTEND
+            if EXTEND_TGT_TAIL_ORDERABLE and ALGO_CONFIG.Allow_Ordering_Extend:
+                symbol = EXTEND_TICKER
+                side = OrderSide.BUY if EXTEND_TGT_TAIL_BASE_QTY > 0.00 else OrderSide.SELL
+                qty = Decimal(str(abs(EXTEND_TGT_TAIL_BASE_QTY)))
+                price = EXTEND_TOB_PX - ALGO_CONFIG.Price_Worsener_Extend if side == 'BUY' else EXTEND_TOB_PX + ALGO_CONFIG.Price_Worsener_Extend
+
+                if abs( ( float(EXTEND_TGT_TAIL_BASE_QTY)*float(price) ) + EXTEND_NOTIONAL_POSITION ) > ALGO_CONFIG.Max_Target_Notional*1.01:
+                    logging.info(f'TRYING TO ORDER OVER MAX NOTIOANL - EXTEND: {EXTEND_NOTIONAL_POSITION:.2f} + {float(EXTEND_TGT_TAIL_BASE_QTY)*float(price):.2f} (qty: {float(EXTEND_TGT_TAIL_BASE_QTY):.2f}; px: {float(price):.2f})')
+                    await kill_algo()
+                if EXTEND_OPEN_ORDERS:
+                    open_order_dict = dict(EXTEND_OPEN_ORDERS[0])
+                    open_order_id = open_order_dict['external_id']
+                    open_order_px = float(open_order_dict['price'])
+                    place_order = True
+                else:
+                    open_order_id = None
+                    open_order_px = 0
+                    place_order = True
+                if place_order:                
+                    price = Decimal(str(price)).quantize(Decimal(str(0.01)), rounding=ROUND_DOWN)
+                    if round(open_order_px - float(price), 2) == 0.00:
+                        logging.info('EXTEND OPEN ORDER NO PX CHG; SKIPPING')
+                    else:
+                        order_resp = await EXTEND_CLIENT.place_order(
+                            market_name=symbol,
+                            amount_of_synthetic=qty,
+                            price=price,
+                            side=side,
+                            taker_fee=Decimal("0.00025"),
+                            previous_order_id=open_order_id,
+                        )
+                        order_resp_dict = dict(order_resp)
+                        if order_resp_dict.get('status', None) == 'OK':
+                            if EXTEND_OPEN_ORDERS:
+                                EXTEND_OPEN_ORDERS.pop(0)
+                            
+                            order_dict = dict(order_resp_dict['data'])
+                            order_dict['status'] = 'NEW'
+                            order_dict['price'] = str(price)
+                            
+                            EXTEND_OPEN_ORDERS.append(order_dict)
+                            utils.send_tg_alert(f'FR_ALGO - EXTEND Order. Start_$: {EXTEND_NOTIONAL_POSITION:.2f}; Value: {float(EXTEND_TGT_TAIL_BASE_QTY)*float(price):.2f}; Price: {float(price):.2f}')
+                            logging.info(f'EXTEND ORDER PLACED SUCCESS: {order_dict}')
+                            print_summary(use_logging=True)
+                else:
+                    logging.warning('EXTEND PLACE ORDER CHECKS FAILED, SKIPPING')
+
+            elif not(EXTEND_TGT_TAIL_ORDERABLE) and EXTEND_OPEN_ORDERS:
+                logging.info('EXTEND HAS NO TAIL BUT OPEN ORDERS - CANCELLING OPEN ORDERS')
+                await extend_cancel_all_orders()
+
+            print(f'__________ End ___________ (Algo Engine ms: {(time.time() - loop_start)*1000})')
+            
+            time.sleep(ALGO_CONFIG.Loop_Sleep_Sec)
            
-            print(f'__________________________ (Algo Engine ms: {(time.time() - loop_start)*1000})')
    except KeyboardInterrupt:
-        print('...algo stopped')
-        # await cancel_all_orders(CLIENT=CLIENT)
+        logging.info('CANCELLING OPEN ORDERS')
+        await kill_algo()
    except Exception as e:
-        logging.critical(f'*** ALGO ENGINE CRASHED: {e}')
        logging.error(traceback.format_exc())
-        # await cancel_all_orders(CLIENT=CLIENT)
+        logging.critical(f'*** ALGO ENGINE CRASHED: {e}')
+        logging.info('CANCELLING OPEN ORDERS')
+        utils.send_tg_alert(f'FR_ALGO_CRASHED: {str(e)}')
+        await kill_algo()

+
+### MAIN STARTUP ###
 async def main():
-    global CLIENT
+    global EXTEND_CLIENT
    global VAL_KEY
    global CON
+    global ALGO_CONFIG

+    _, EXTEND_CLIENT = await extend_auth.create_auth_account_and_trading_client()
    VAL_KEY = valkey.Valkey(host='localhost', port=6379, db=0, decode_responses=True)
    engine = create_async_engine('mysql+asyncmy://root:pwd@localhost/fund_rate')

+    with open('algo_config.json', 'r', encoding='utf-8') as file:
+        ALGO_CONFIG = json.load(file, object_hook=lambda d: structs.Algo_Config(**d))
+    ALGO_CONFIG.Max_Target_Notional = float(min([ASTER_MULT, EXTEND_MULT]) * ALGO_CONFIG.Target_Open_Cash_Position)
+
    async with engine.connect() as CON:
-        # await create_executions_orders_table(CON=CON)
+        ### ASTER SETUP ###
+        await get_aster_collateral()
+        await get_aster_notional_position()
+        await get_aster_exch_info()
+        await get_aster_open_orders()
+        ### EXTEND SETUP ###
+        await get_extend_collateral()
+        await get_extend_notional()
+        await get_extend_exch_info()
+        await get_extend_open_orders()
+
        await run_algo()

 if __name__ == '__main__':
--- a/main_v0.py
+++ b/main_v0.py
@@ -0,0 +1,771 @@
+import asyncio
+import json
+import logging
+import math
+import os
+import time
+import traceback
+from dataclasses import asdict, dataclass, field
+from datetime import datetime, timezone
+from decimal import ROUND_DOWN, Decimal
+from typing import AsyncContextManager
+
+from typing import Any
+import numpy as np
+import pandas as pd
+import requests
+
+# import talib
+import valkey
+from dotenv import load_dotenv
+from sqlalchemy import text
+from sqlalchemy.ext.asyncio import create_async_engine
+from x10.models.order import OrderSide
+
+import modules.utils as utils
+import modules.aster_auth as aster_auth
+import modules.extended_auth as extend_auth
+
+### Database ###
+EXTEND_CLIENT = None
+CON: AsyncContextManager | None = None
+VAL_KEY = None
+
+### Logging ###
+load_dotenv()
+LOG_FILEPATH: str = os.getenv("LOGS_PATH") + '/Fund_Rate_Algo.log'
+
+### CONSTANTS ###
+ASTER_ALLOW_ORDERING: bool = False
+EXTEND_ALLOW_ORDERING: bool = False
+LOOP_SLEEP_SEC = 1
+PRICE_WORSENER_ASTER = 0.00
+PRICE_WORSENER_EXTEND = 0.0
+
+MIN_TIME_TO_FUNDING: int = 1000 * 60 * 7 # 5 minutes. 
+
+ASTER_LH_ASSET: str = 'ETH'
+ASTER_RH_ASSET: str = 'USDT'
+ASTER_TICKER: str = ASTER_LH_ASSET + ASTER_RH_ASSET
+EXTEND_LH_ASSET: str = 'ETH'
+EXTEND_RH_ASSET: str = 'USD'
+EXTEND_TICKER: str = EXTEND_LH_ASSET + '-' + EXTEND_RH_ASSET
+
+TARGET_OPEN_CASH_POSITION: float = 10 # Each side (alpha and hedge)
+
+### GLOBALS ###
+ASTER_MULT = 150
+EXTEND_MULT = 50
+MAX_TARGET_NOTIONAL = min([ASTER_MULT, EXTEND_MULT]) * TARGET_OPEN_CASH_POSITION
+
+ASTER_MIN_ORDER_QTY = 0.001
+EXTEND_MIN_ORDER_QTY = 0.01
+
+ASTER_AVAIL_COLLATERAL = 0
+EXTEND_AVAIL_COLLATERAL = 0
+
+ASTER_NOTIONAL_POSITION = 0
+EXTEND_NOTIONAL_POSITION = 0
+
+ASTER_OPEN_ORDERS = []
+EXTEND_OPEN_ORDERS = []
+
+# ASTER_OPEN_POSITIONS = []
+# EXTEND_OPEN_POSITIONS = []
+
+@dataclass(kw_only=True)
+class Valkey_Stream:
+    channel: str
+    data: Any = None
+    none_fill: Any = None
+
+    async def update(self):
+        r = VAL_KEY.get(self.channel)
+        self.data = json.loads(r) if r is not None else self.none_fill
+
+@dataclass(kw_only=True)
+class Position:
+    market: str
+    notional: float
+    qty: float
+
+@dataclass(kw_only=True)
+class Open_Positions:
+    Valkey: Valkey_Stream
+    Positions: list[Position] = field(default_factory = list)
+
+    async def update(self) -> None:
+        self.Valkey = await self.Valkey.update()
+
+### Collateral ###
+@dataclass(kw_only=True)
+class Asset:
+    symbol: str
+    balance: float
+    # min_order_qty: float
+
+@dataclass(kw_only=True)
+class Collateral:
+    Valkey: Valkey_Stream
+    # Last_Updated_Ts_Ms: int
+    # Last_Pulled_Ts_Ms: int
+    Assets: list[Asset] = field(default_factory = list)
+
+    async def update(self) -> None:
+        self.Valkey = await self.Valkey.update()
+
+### Orders ###
+@dataclass(kw_only=True)
+class Order:
+    symbol: str
+    order_id: str
+    client_order_id: str
+    side: str
+    order_type: str
+    original_qty: float
+    original_price: float
+    order_status: str
+    last_filled_qty: float
+    last_filled_price: float
+    commission: float
+    trade_is_maker: bool
+
+@dataclass(kw_only=True)
+class Order_Updates:
+    # Last_Updated_Ts_Ms: int
+    # Last_Pulled_Ts_Ms: int
+    Valkey: Valkey_Stream
+    Orders: list[Order] = field(default_factory = list)
+
+    async def update(self) -> None:
+        self.Valkey = await self.Valkey.update()
+
+### Funding Rate ###
+@dataclass(kw_only=True)
+class Funding_Rate:
+    # Last_Updated_Ts_Ms: int
+    # Last_Pulled_Ts_Ms: int
+    Valkey: Valkey_Stream
+    timestamp_arrival: int
+    timestamp_msg: int
+    symbol: str
+    funding_rate: float
+    next_funding_time_ts_ms: int
+    mark_price: float
+    index_price: float
+    estimated_settle_price: float
+
+    async def update(self) -> None:
+        self.Valkey = await self.Valkey.update()
+
+### Markets Info ###
+@dataclass(kw_only=True)
+class Market:
+    symbol: str
+    min_order_qty: float
+
+@dataclass(kw_only=True)
+class Markets_Details:
+    Markets: list[Market] = field(default_factory=list)
+
+
+### Exchanges ###
+@dataclass(kw_only=True)
+class Perpetual_Exchange:
+    Order_Updates: Order_Updates
+    Position_Updates: Open_Positions
+    Collateral_Updates: Collateral
+    Funding_Rate: Funding_Rate
+    Markets: Markets_Details
+    mult: int
+    lh_asset: str
+    rh_asset: str
+    symbol_asset_separator: str = ''
+    symbol: str
+
+    async def update(self):
+        await self.Collateral_Updates.update()
+        await self.Order_Updates.update()
+        await self.Position_Updates.update()
+        await self.Funding_Rate.update()
+
+    def __post_init__(self) -> None:
+        self.symbol = f'{self.lh_asset.upper()}{self.symbol_asset_separator}{self.rh_asset.upper()}'
+
+
+@dataclass(kw_only=True)
+class Aster(Perpetual_Exchange):
+    name: str = 'Aster'
+    lh_asset: str = 'ETH'
+    rh_asset: str = 'USDT'
+
+    def __post_init__(self):
+        super().__post_init__()
+        self.Order_Updates = Order_Updates(Valkey=Valkey_Stream(channel = 'fr_aster_user_balances', none_fills = []))
+        self.Collateral_Updates = Collateral(Valkey=Valkey_Stream(channel = 'fr_aster_user_orders', none_fills = []))
+        self.Position_Updates = Open_Positions(Valkey=Valkey_Stream(channel = 'fr_aster_user_positions', none_fills = []))
+        self.Funding_Rate - Funding_Rate(Valkey=Valkey_Stream(channel = 'fund_rate_aster', none_fills = None))
+
+
+@dataclass(kw_only=True)
+class Extend(Perpetual_Exchange):
+    name: str = 'Extended'
+    lh_asset: str = 'ETH'
+    rh_asset: str = 'USD'
+    symbol_asset_separator: str = '-'
+
+    def __post_init__(self):
+        super().__post_init__()
+        self.Order_Updates = Order_Updates(Valkey=Valkey_Stream(channel = 'fr_aster_user_balances', none_fills = []))
+        self.Collateral_Updates = Collateral(Valkey=Valkey_Stream(channel = 'fr_aster_user_orders', none_fills = []))
+        self.Position_Updates = Open_Positions(Valkey=Valkey_Stream(channel = 'fr_aster_user_positions', none_fills = []))
+        self.Funding_Rate - Funding_Rate(Valkey=Valkey_Stream(channel = 'fund_rate_aster', none_fills = None))
+
+
+# EXCHANGES: list = [ Aster(), Extend() ]
+
+### FLAGS ###
+@dataclass(kw_only=True)
+class Flags:
+    LIQUIDATE_POS_AND_KILL_ALGO_FLAG: bool = False
+    NET_FUNDING_IS_ZERO: bool = False
+Flags = Flags()
+
+
+### UTILS ###
+def round_decimal_down(value, decimal_places):
+    # Construct precision string like '0.01' for 2 places
+    fmt = f'0.{"0" * decimal_places}' if decimal_places > 0 else '0'
+    precision = Decimal(fmt)
+    return Decimal(str(value)).quantize(precision, rounding=ROUND_DOWN)
+
+### OPEN ORDERS ###
+async def get_aster_open_orders():
+    global ASTER_OPEN_ORDERS
+
+    fut_acct_openOrders = {
+        "url": "/fapi/v3/openOrders",
+        "method": "GET",
+        "params": {}
+    }
+    ASTER_OPEN_ORDERS = await aster_auth.post_authenticated_url(fut_acct_openOrders)
+
+async def get_extend_open_orders():
+    global EXTEND_OPEN_ORDERS
+
+    EXTEND_OPEN_ORDERS = list(dict(await EXTEND_CLIENT.account.get_open_orders()).get('data', 0))
+
+### WALLLET ###
+async def get_aster_collateral():
+    global ASTER_AVAIL_COLLATERAL
+
+    fut_acct_balances = {
+        "url": "/fapi/v3/balance",
+        "method": "GET",
+        "params": {}
+    }
+    r = await aster_auth.post_authenticated_url(fut_acct_balances)
+    ASTER_AVAIL_COLLATERAL = float([d for d in r if d.get('asset')==ASTER_RH_ASSET][0].get('availableBalance'))
+
+async def get_aster_notional_position(resp: dict | None = None):
+    global ASTER_NOTIONAL_POSITION
+    global ASTER_MULT
+
+    if not resp:
+        fut_acct_positionRisk = {
+            "url": "/fapi/v3/positionRisk",
+            "method": "GET",
+            "params": {
+                'symbol': ASTER_TICKER,
+            }
+        }
+        resp = await aster_auth.post_authenticated_url(fut_acct_positionRisk)
+    
+    d = [x for x in resp if x.get('symbol', None) == ASTER_TICKER][0]
+    if len(d) < 1:
+        logging.info(f'BAD NOTIONAL - ASTER CHANGE: Empty d: {d}; resp: {resp}')
+        kill_algo()
+
+    aster_unrealized_pnl = float(d['unrealized_pnl']) if d.get('unrealized_pnl') is not None else float(d['unRealizedProfit'])
+    
+    if d.get('notional') is not None:
+        notional = float(d['notional']) 
+    else:
+        notional = float(d['position_amount'])*float(d['entry_price'])
+
+    previous_notional_position = ASTER_NOTIONAL_POSITION
+    ASTER_NOTIONAL_POSITION = notional - aster_unrealized_pnl
+    if not resp:
+        ASTER_MULT = float(d['leverage'])
+    if abs(ASTER_NOTIONAL_POSITION) > MAX_TARGET_NOTIONAL*1.01:
+        logging.info(f'BAD NOTIONAL - ASTER CHANGE: {ASTER_NOTIONAL_POSITION}; UR PNL: {aster_unrealized_pnl}; MULT: {ASTER_MULT}; d: {d}; resp: {resp}')
+        kill_algo()
+    if ASTER_NOTIONAL_POSITION != previous_notional_position:
+        logging.info(f'ASTER NOTIONAL CHANGE: {ASTER_NOTIONAL_POSITION:.2f}; UR PNL: {aster_unrealized_pnl:.2f}; MULT: {ASTER_MULT:.0f}; resp: {bool(resp)}')
+
+async def get_extend_collateral():
+    global EXTEND_AVAIL_COLLATERAL
+
+    get_bals = dict(dict(await EXTEND_CLIENT.account.get_balance()).get('data', {}))
+    EXTEND_AVAIL_COLLATERAL = get_bals.get('available_for_trade', 0) if get_bals.get('collateral_name', None)==EXTEND_RH_ASSET else 0
+
+async def get_extend_notional(resp: dict | None = None):
+    global EXTEND_NOTIONAL_POSITION
+    global EXTEND_MULT
+
+    if not resp:
+        resp = dict(await EXTEND_CLIENT.account.get_positions()).get('data', {})
+    
+    pos_dict = [dict(d) for d in resp if dict(d).get('market') == EXTEND_TICKER]
+    pos_dict = pos_dict[0]
+    unrealized_pnl = pos_dict.get('unrealised_pnl', 0)
+    previous_notional_position = EXTEND_NOTIONAL_POSITION
+    EXTEND_NOTIONAL_POSITION = float(pos_dict.get('value', 0)) - float(unrealized_pnl)
+    EXTEND_MULT = pos_dict.get('leverage', EXTEND_MULT)
+    if EXTEND_NOTIONAL_POSITION != previous_notional_position:
+        logging.info(f'EXTEND NOTIONAL CHANGE: {EXTEND_NOTIONAL_POSITION:.2f}; UR PNL: {unrealized_pnl:.2f}; MULT: {EXTEND_MULT:.0f}; resp: {bool(resp)}')
+
+
+### EXCHANGE INFO ###
+async def get_aster_exch_info():
+    global ASTER_MIN_ORDER_QTY
+    
+    fut_acct_exchangeInfo = {
+        "url": "/fapi/v3/exchangeInfo",
+        "method": "GET",
+        "params": {}
+    }
+    r = await aster_auth.post_authenticated_url(fut_acct_exchangeInfo)
+    s = r['symbols']
+    d = [d for d in s if d.get('symbol', None) == 'ETHUSDT'][0]
+    f = [f for f in d['filters'] if f.get('filterType', None) == 'LOT_SIZE'][0]
+    ASTER_MIN_ORDER_QTY = float(f['minQty'])
+
+async def get_extend_exch_info():
+    global EXTEND_MIN_ORDER_QTY
+    
+    r = await EXTEND_CLIENT.markets_info.get_markets_dict() 
+    EXTEND_MIN_ORDER_QTY = float(r['ETH-USD'].trading_config.min_order_size)
+
+### CANCEL ORDERS ###
+async def aster_cancel_all_orders():
+    cancel_all_open_orders = {
+        "url": "/fapi/v3/allOpenOrders",
+        "method": "DELETE",
+        "params": {
+            'symbol': 'ETHUSDT',
+        }
+    }
+    r = await aster_auth.post_authenticated_url(cancel_all_open_orders)
+    logging.info(f'ASTER CANCEL ALL OPEN ORDERS RESP: {r}')
+
+async def extend_cancel_all_orders():
+    r = await EXTEND_CLIENT.orders.mass_cancel(markets=[EXTEND_TICKER])
+    logging.info(f'EXTEND CANCEL ALL OPEN ORDERS RESP: {r}')
+
+### KILL ALGO ###
+async def kill_algo():
+    await aster_cancel_all_orders()
+    await extend_cancel_all_orders()
+    logging.info('ALGO KILL FLAG ACTIVATED; CANCELLING OPEN ORDERS AND SHUTTING DOWN')
+    raise ValueError('KILL FLAG ACTIVATED')
+
+### ROUTES ###
+# async def aster_remainder_route():
+#     # Check open orders...cancel replace or new order?
+#         # Check collateral to confirm you have enough money to trade
+#         # if CR, what should be the new price? has it changed? maybe no action needed? how long has it been working?
+#         # if not enough collateral then need to liquidate and kill algo - flip flag
+
+#         # if good to order, then create and post order. ADD to LOCAL OPEN ORDERS LIST
+    
+
+#     pass
+
+# async def extend_remainder_route():
+#     pass
+
+
+### ALGO LOOP ###
+async def run_algo():
+
+    try:
+        while True:
+            loop_start = time.time()
+            print('__________Start___________')
+
+            ### Load Data from Feedhandlers ###
+            ASTER_FUND_RATE_DICT = json.loads(VAL_KEY.get('fund_rate_aster'))
+            EXTENDED_FUND_RATE_DICT = json.loads(VAL_KEY.get('fund_rate_extended'))
+            
+            ASTER_FUND_RATE = float(ASTER_FUND_RATE_DICT.get('funding_rate', 0))
+            EXTEND_FUND_RATE = float(EXTENDED_FUND_RATE_DICT.get('funding_rate', 0))
+            ASTER_FUND_RATE_TIME = float(ASTER_FUND_RATE_DICT.get('next_funding_time_ts_ms', 0))
+            EXTEND_FUND_RATE_TIME = float(EXTENDED_FUND_RATE_DICT.get('next_funding_time_ts_ms', 0))
+            
+            ASTER_TICKER_DICT = json.loads(VAL_KEY.get('fut_ticker_aster'))
+            EXTENDED_TICKER_DICT = json.loads(VAL_KEY.get('fut_ticker_extended'))
+            
+            ### Manage Local Collateral Using Updates from WS ###
+            ASTER_WS_COLLATERAL_UPDATES = VAL_KEY.get('fr_aster_user_positions')
+            ASTER_WS_COLLATERAL_UPDATES = json.loads(ASTER_WS_COLLATERAL_UPDATES) if ASTER_WS_COLLATERAL_UPDATES is not None else []
+            EXTEND_WS_COLLATERAL_UPDATES = VAL_KEY.get('fr_extended_user_positions')
+            EXTEND_WS_COLLATERAL_UPDATES = json.loads(EXTEND_WS_COLLATERAL_UPDATES) if EXTEND_WS_COLLATERAL_UPDATES is not None else []
+
+            ### Manage Local Notionals Using Updates from WS ###
+            ASTER_WS_POS_UPDATES = VAL_KEY.get('fr_aster_user_positions')
+            ASTER_WS_POS_UPDATES = json.loads(ASTER_WS_POS_UPDATES) if ASTER_WS_POS_UPDATES is not None else []
+            EXTEND_WS_POS_UPDATES = VAL_KEY.get('fr_extended_user_positions')
+            EXTEND_WS_POS_UPDATES = json.loads(EXTEND_WS_POS_UPDATES) if EXTEND_WS_POS_UPDATES is not None else []
+
+            ### Manage Local Orders Using Updates from WS ###
+            ASTER_WS_ORDER_UPDATES = VAL_KEY.get('fr_aster_user_orders')
+            ASTER_WS_ORDER_UPDATES = json.loads(ASTER_WS_ORDER_UPDATES) if ASTER_WS_ORDER_UPDATES is not None else []
+            EXTEND_WS_ORDER_UPDATES = VAL_KEY.get('fr_extended_user_orders')
+            EXTEND_WS_ORDER_UPDATES = json.loads(EXTEND_WS_ORDER_UPDATES) if EXTEND_WS_ORDER_UPDATES is not None else []
+
+            # CHECK NO MORE THAN 1 OPEN ORDER ON EITHER EXCHANGE #
+            if len(ASTER_OPEN_ORDERS) > 1 or len(EXTEND_OPEN_ORDERS) > 1:
+                logging.info(f'MORE THAN 1 ORDER OPEN - KILLING ALGO: ASTER_OPEN_ORDERS ({len(ASTER_OPEN_ORDERS)}): {ASTER_OPEN_ORDERS}; EXTEND_OPEN_ORDERS ({len(EXTEND_OPEN_ORDERS)}): {EXTEND_OPEN_ORDERS}')
+                await kill_algo()
+                raise ValueError('NOT HERE: MORE THAN 1 ORDER OPEN - KILLING ALGO: ASTER_OPEN_ORDERS')
+
+            ### CHECK TIME TO FUNDING AND WHETHER TO BE ACTIVE ###
+            now_ms = round(datetime.now().timestamp()*1000)
+            time_to_funding_ms = min([ASTER_FUND_RATE_TIME, EXTEND_FUND_RATE_TIME]) - now_ms
+            if ( time_to_funding_ms > MIN_TIME_TO_FUNDING ) and (not ASTER_OPEN_ORDERS) and (not EXTEND_OPEN_ORDERS):
+                print(f'Outside action window (minutes) and no active order (sleeping for 5 sec): {pd.to_datetime(time_to_funding_ms, unit='ms').minute} > {pd.to_datetime(MIN_TIME_TO_FUNDING, unit='ms').minute}')
+                time.sleep(5)
+                continue
+
+            if len(ASTER_WS_POS_UPDATES) > 0:
+                await get_aster_notional_position(resp=ASTER_WS_POS_UPDATES)
+                ###### *** returned 0 notional even though had a position, need to handle and safety check to not order above max notional.
+            
+            if len(EXTEND_WS_POS_UPDATES) > 0:
+                await get_extend_notional(resp=EXTEND_WS_POS_UPDATES)
+
+            if ASTER_WS_ORDER_UPDATES is not None:
+                for idx, o in enumerate(ASTER_OPEN_ORDERS):
+                    order_id = o.get('order_id') if o.get('order_id') is not None else o.get('orderId')
+                    order_orig_status = o['status']
+                    order_update = [ou for ou in ASTER_WS_ORDER_UPDATES if ou.get('order_id', None) == order_id]
+                    
+                    if len(order_update) > 0:
+                        order_update = order_update[0]
+                        order_update_status = order_update.get('status') if order_update.get('status') is not None else order_update.get('order_status')
+                        order_status_changed = order_orig_status.upper() != order_update_status.upper()
+
+                        if order_status_changed:
+                            logging.info(f'ASTER ORDER ({order_id}): {order_orig_status} -> {order_update_status}')
+                            ASTER_OPEN_ORDERS[idx] = order_update
+                            if order_update_status in ['CANCELED','EXPIRED']:
+                                logging.info(f'ASTER ORDER CANCELLED or EXPIRED: {order_id}')
+                                ASTER_OPEN_ORDERS.pop(idx)
+                            elif order_update_status in ['PARTIALLY_FILLED']:
+                                logging.info(f'ASTER ORDER PARTIALLY FILLED: {order_id}')
+                                await get_aster_collateral()
+                                await get_aster_notional_position()
+                            elif order_update_status in ['FILLED']:
+                                logging.info(f'ASTER ORDER FILLED: {order_id}')
+                                ASTER_OPEN_ORDERS.pop(idx)
+                                await get_aster_collateral()
+                                await get_aster_notional_position()
+                            else:
+                                logging.critical(f'EXTEND ORDER STATUS CHG TO UNEXPECTED VALUE, KILLING... ({order_id}): {order_orig_status} -> {order_update_status}')
+            if EXTEND_WS_ORDER_UPDATES is not None:
+                for idx, o in enumerate(EXTEND_OPEN_ORDERS):
+                    o = dict(o)
+                    order_id = o.get('order_id') if o.get('order_id') is not None else o.get('id')
+                    order_orig_status = o['status']
+                    order_update = [dict(ou) for ou in EXTEND_WS_ORDER_UPDATES if dict(ou).get('order_id', None) == order_id]
+
+                    if len(order_update) > 0:
+                        order_update = order_update[0]
+                        order_update_status = order_update.get('status')
+                        order_status_changed = order_orig_status.upper() != order_update_status.upper()
+
+                        if order_status_changed:
+                            logging.info(f'EXTEND ORDER ({order_id}): {order_orig_status} -> {order_update_status}')
+                            EXTEND_OPEN_ORDERS[idx] = order_update
+                            if order_update_status in ['CANCELLED','EXPIRED','REJECTED']:
+                                logging.info(f'EXTEND ORDER CANCELLED or EXPIRED: {order_id}')
+                                EXTEND_OPEN_ORDERS.pop(idx)
+                            elif order_update_status in ['PARTIALLY_FILLED']:
+                                logging.info(f'EXTEND ORDER PARTIALLY FILLED: {order_id}')
+                                await get_extend_collateral()
+                                await get_extend_notional()
+                            elif order_update_status in ['FILLED']:
+                                logging.info(f'EXTEND ORDER FILLED: {order_id}')
+                                EXTEND_OPEN_ORDERS.pop(idx)
+                                await get_extend_collateral()
+                                await get_extend_notional()
+                            else:
+                                logging.critical(f'EXTEND ORDER STATUS CHG TO UNEXPECTED VALUE, KILLING... ({order_id}): {order_orig_status} -> {order_update_status}')
+
+
+            ASTER_PAYOUT_DIRECTION_STR = 'LONG PAYS SHORT' if ASTER_FUND_RATE > 0 else 'SHORT PAYS LONG'
+            EXTEND_PAYOUT_DIRECTION_STR = 'LONG PAYS SHORT' if EXTEND_FUND_RATE > 0 else 'SHORT PAYS LONG'
+            
+            min_between_fundings = round((abs(ASTER_FUND_RATE_TIME - EXTEND_FUND_RATE_TIME) / 1000 / 60))
+            FUNDINGS_AT_SAME_TIME_NEXT_HR = min_between_fundings < 5
+            # FUNDINGS_AT_SAME_TIME_NEXT_HR = ( (ASTER_FUND_RATE_TIME < 60*60*1000) and (EXTEND_FUND_RATE < 60*60*1000) )
+
+
+            if ( abs(ASTER_FUND_RATE) > abs(EXTEND_FUND_RATE) ) and FUNDINGS_AT_SAME_TIME_NEXT_HR:
+                ALPHA_EXCH = 'ASTER' 
+                ALPHA_FUND_RATE = ASTER_FUND_RATE
+            else:
+                ALPHA_EXCH = 'EXTEND' 
+                ALPHA_FUND_RATE = EXTEND_FUND_RATE 
+                
+            if ALPHA_FUND_RATE < 0:
+                ALPHA_CARRY_SIDE = 'BUY'
+                ALPHA_TGT_NOTIONAL = MAX_TARGET_NOTIONAL
+            else:
+                ALPHA_CARRY_SIDE = 'SELL'
+                ALPHA_TGT_NOTIONAL = MAX_TARGET_NOTIONAL*-1
+
+
+            def calc_next_net_fund_rate(FUNDINGS_AT_SAME_TIME_NEXT_HR: bool) -> float:
+                if FUNDINGS_AT_SAME_TIME_NEXT_HR:
+                    return ASTER_FUND_RATE + EXTEND_FUND_RATE
+                else:
+                    return EXTEND_FUND_RATE
+
+            NEXT_NET_FUNDING_RATE = calc_next_net_fund_rate(FUNDINGS_AT_SAME_TIME_NEXT_HR)
+            Flags.NET_FUNDING_IS_ZERO = NEXT_NET_FUNDING_RATE == 0.00
+            if Flags.NET_FUNDING_IS_ZERO:
+                logging.info('NET FUNDING = 0.00; Cancelling Open Orders; Wait Until Non-Zero.')
+
+                ALPHA_TGT_NOTIONAL = 0.00
+
+            if ALPHA_EXCH == 'EXTEND':
+                ASTER_TGT_NOTIONAL = ALPHA_TGT_NOTIONAL*-1
+                EXTEND_TGT_NOTIONAL = ALPHA_TGT_NOTIONAL
+                if ALPHA_CARRY_SIDE == 'BUY':
+                    ASTER_TOB_PX = float(ASTER_TICKER_DICT['best_ask_px'])
+                    EXTEND_TOB_PX = float(EXTENDED_TICKER_DICT['best_bid_px'])
+                else:
+                    ASTER_TOB_PX = float(ASTER_TICKER_DICT['best_bid_px'])
+                    EXTEND_TOB_PX = float(EXTENDED_TICKER_DICT['best_ask_px'])
+            else:
+                ASTER_TGT_NOTIONAL = ALPHA_TGT_NOTIONAL
+                EXTEND_TGT_NOTIONAL = ALPHA_TGT_NOTIONAL*-1
+                if ALPHA_CARRY_SIDE == 'BUY':
+                    ASTER_TOB_PX = float(ASTER_TICKER_DICT['best_bid_px'])
+                    EXTEND_TOB_PX = float(EXTENDED_TICKER_DICT['best_ask_px'])
+                else:
+                    ASTER_TOB_PX = float(ASTER_TICKER_DICT['best_ask_px'])
+                    EXTEND_TOB_PX = float(EXTENDED_TICKER_DICT['best_bid_px'])
+
+
+            ASTER_TGT_TAIL = ASTER_TGT_NOTIONAL - ASTER_NOTIONAL_POSITION
+            EXTEND_TGT_TAIL = EXTEND_TGT_NOTIONAL - EXTEND_NOTIONAL_POSITION
+
+            ASTER_TGT_TAIL_BASE_QTY = Decimal(str(float(ASTER_TGT_TAIL) / float(ASTER_TOB_PX))).quantize(Decimal(str(0.001)), rounding=ROUND_DOWN)
+            EXTEND_TGT_TAIL_BASE_QTY = Decimal(str(float(EXTEND_TGT_TAIL) / float(EXTEND_TOB_PX))).quantize(Decimal(str(0.001)), rounding=ROUND_DOWN)
+
+            ASTER_TGT_TAIL_ORDERABLE = abs(ASTER_TGT_TAIL_BASE_QTY) >= ASTER_MIN_ORDER_QTY
+            EXTEND_TGT_TAIL_ORDERABLE = abs(EXTEND_TGT_TAIL_BASE_QTY) >= EXTEND_MIN_ORDER_QTY
+
+            print(f'''
+            {pd.to_datetime(ASTER_FUND_RATE_TIME, unit='ms')} ({(pd.to_datetime(ASTER_FUND_RATE_TIME, unit='ms')-datetime.now()):}) | {pd.to_datetime(EXTEND_FUND_RATE_TIME, unit='ms')} ({(pd.to_datetime(EXTEND_FUND_RATE_TIME, unit='ms')-datetime.now()):})
+            ASTER: {ASTER_FUND_RATE:.6%} [{ASTER_FUND_RATE*10_000:.2f}bps] [{ASTER_FUND_RATE*1_000_000:.0f}pips]        | EXTEND: {EXTEND_FUND_RATE:.6%} [{EXTEND_FUND_RATE*10_000:.2f}bps] [{EXTEND_FUND_RATE*1_000_000:.0f}pips]
+            ASTER: {ASTER_PAYOUT_DIRECTION_STR}                       | EXTEND: {EXTEND_PAYOUT_DIRECTION_STR}
+            ASTER: [ Available Collateral: {ASTER_AVAIL_COLLATERAL:.4f} ]     | EXTEND: [ Available Collateral: {EXTEND_AVAIL_COLLATERAL:.4f} ]
+            ASTER: [ Notional Position $ : {ASTER_NOTIONAL_POSITION:.4f} ]   | EXTEND: [ Notional Position $ : {EXTEND_NOTIONAL_POSITION:.4f} ]
+            
+            SAME TIME?  : {FUNDINGS_AT_SAME_TIME_NEXT_HR} [ Minutes Between Fundings: {min_between_fundings} ]
+            NET FUNDING : {NEXT_NET_FUNDING_RATE:.6%} [{NEXT_NET_FUNDING_RATE*10_000:.2f}bps] [{NEXT_NET_FUNDING_RATE*1_000_000:.0f}pips]; Is Zero?: {Flags.NET_FUNDING_IS_ZERO}
+            ALPHA SIDE  : {ALPHA_EXCH} [{ALPHA_CARRY_SIDE}]
+
+            TGT NOTIONAL: $ {MAX_TARGET_NOTIONAL if not Flags.NET_FUNDING_IS_ZERO else 0.00}
+
+            ASTER: {ASTER_NOTIONAL_POSITION:.4f} -> {ASTER_TGT_NOTIONAL:.2f} [ Remain: {ASTER_TGT_TAIL:.4f} ] | EXTEND: {EXTEND_NOTIONAL_POSITION:.4f} -> {EXTEND_TGT_NOTIONAL:.2f} [ Remain: {EXTEND_TGT_TAIL:.4f} ]
+            ASTER: {ASTER_TGT_NOTIONAL:.4f} - {ASTER_NOTIONAL_POSITION:.4f} = Tail: {ASTER_TGT_TAIL:4f} | EXTEND: {EXTEND_TGT_NOTIONAL:.4f} - {EXTEND_NOTIONAL_POSITION:.4f} = Tail: {EXTEND_TGT_TAIL:4f}
+            ASTER: {ASTER_TGT_TAIL_BASE_QTY:.4f} > {ASTER_MIN_ORDER_QTY:.4f} min [ Order: {ASTER_TGT_TAIL_ORDERABLE} ]    | EXTEND: {EXTEND_TGT_TAIL_BASE_QTY:.4f} > {EXTEND_MIN_ORDER_QTY:.4f} min [ Order: {EXTEND_TGT_TAIL_ORDERABLE} ]
+
+            --- ASTER OPEN ORDERS  ---
+                {ASTER_OPEN_ORDERS}
+            
+            --- EXTEND OPEN ORDERS ---
+                {EXTEND_OPEN_ORDERS}
+            ''')
+            
+
+            ### ROUTES ###
+            # ASTER
+            if ASTER_TGT_TAIL_ORDERABLE and ASTER_ALLOW_ORDERING:
+                symbol = ASTER_TICKER
+                side = 'BUY' if ASTER_TGT_TAIL_BASE_QTY > 0.00 else 'SELL'
+                qty = str(abs(ASTER_TGT_TAIL_BASE_QTY))
+                price = ASTER_TOB_PX - PRICE_WORSENER_ASTER if side == 'BUY' else ASTER_TOB_PX + PRICE_WORSENER_ASTER
+                
+                if abs(abs(float(ASTER_TGT_TAIL_BASE_QTY))*float(price)) + abs(ASTER_NOTIONAL_POSITION) > MAX_TARGET_NOTIONAL*1.01:
+                    pass
+                    logging.info(f'TRYING TO ORDER OVER MAX NOTIOANL - ASTER: {ASTER_NOTIONAL_POSITION} + {float(ASTER_TGT_TAIL_BASE_QTY)*float(price)} (qty: {float(ASTER_TGT_TAIL_BASE_QTY):.2f}; px: {float(price):.2f})')
+                # await aster_remainder_route()
+                if ASTER_OPEN_ORDERS:
+                    open_order_id = ASTER_OPEN_ORDERS[0].get('order_id') if ASTER_OPEN_ORDERS[0].get('order_id') is not None else ASTER_OPEN_ORDERS[0]['orderId']
+                    open_order_px = float(ASTER_OPEN_ORDERS[0].get('price')) if ASTER_OPEN_ORDERS[0].get('price') is not None else float(ASTER_OPEN_ORDERS[0]['original_price'])
+                    if round(open_order_px - float(price), 2) == 0.00:
+                        logging.info('ASTER OPEN ORDER NO PX CHG; SKIPPING')
+                        place_order = False
+                    else:
+                        cancel_order = {
+                            "url": "/fapi/v3/order",
+                            "method": "DELETE",
+                            "params": {
+                                'symbol': ASTER_TICKER,
+                                'orderId': open_order_id,
+                            }
+                        }
+                        cr = await aster_auth.post_authenticated_url(cancel_order)
+                        if cr.get('status', None) == 'CANCELED':
+                            ASTER_OPEN_ORDERS.pop(0)
+                            place_order = True
+                        else:
+                            logging.warning(f'ASTER ORDER FAILED TO CANCEL DURING CR ({open_order_id}): RESP {cr}')
+                            place_order = False
+                else:
+                    place_order = True
+                
+                if ASTER_TGT_TAIL_BASE_QTY == 0.00:
+                    place_order = False
+                    logging.info('ASTER TRYNG TO ORDER 0.00 BASE QTY, SKIPPING')
+
+                if place_order:                
+                    price = Decimal(str(price)).quantize(Decimal(str(0.01)), rounding=ROUND_DOWN)
+                    post_order = {
+                        "url": "/fapi/v3/order",
+                        "method": "POST",
+                        "params": {
+                            'symbol': symbol,
+                            'side': side,
+                            'type': 'LIMIT',
+                            'timeInForce': 'GTC',
+                            'quantity': qty,
+                            'price': price,
+                        }
+                    }
+                    order_resp = await aster_auth.post_authenticated_url(post_order)
+                    if order_resp.get('orderId', None) is not None:
+                        order_resp['original_price'] = price
+                        ASTER_OPEN_ORDERS.append(order_resp)
+                        utils.send_tg_alert(f'FR_ALGO - ASTER Order. Start_$: {ASTER_NOTIONAL_POSITION:.2f}; Value: {float(ASTER_TGT_TAIL_BASE_QTY)*float(price):.2f}; Price: {float(price):.2f}')
+                        logging.info(f'ASTER ORDER PLACED SUCCESS: {order_resp}')
+                else:
+                    logging.warning('ASTER PLACE ORDER CHECKS FAILED, SKIPPING')
+
+            elif not(ASTER_TGT_TAIL_ORDERABLE) and ASTER_OPEN_ORDERS:
+                logging.info('ASTER HAS NO TAIL BUT OPEN ORDERS - CANCELLING OPEN ORDERS')
+                await aster_cancel_all_orders()
+            
+            # EXTEND
+            if EXTEND_TGT_TAIL_ORDERABLE and EXTEND_ALLOW_ORDERING:
+                symbol = EXTEND_TICKER
+                side = OrderSide.BUY if EXTEND_TGT_TAIL_BASE_QTY > 0.00 else OrderSide.SELL
+                qty = Decimal(str(abs(EXTEND_TGT_TAIL_BASE_QTY)))
+                price = EXTEND_TOB_PX - PRICE_WORSENER_EXTEND if side == 'BUY' else EXTEND_TOB_PX + PRICE_WORSENER_EXTEND
+
+                if abs(float(EXTEND_TGT_TAIL_BASE_QTY)*float(price)) + abs(float(EXTEND_NOTIONAL_POSITION)) > MAX_TARGET_NOTIONAL*1.01:
+                    logging.info(f'TRYING TO ORDER OVER MAX NOTIOANL - EXTEND: {EXTEND_NOTIONAL_POSITION:.2f} + {float(EXTEND_TGT_TAIL_BASE_QTY)*float(price):.2f} (qty: {float(EXTEND_TGT_TAIL_BASE_QTY):.2f}; px: {float(price):.2f})')
+                    pass
+                # await extend_remainder_route()
+                if EXTEND_OPEN_ORDERS:
+                    open_order_dict = dict(EXTEND_OPEN_ORDERS[0])
+                    open_order_id = open_order_dict['external_id']
+                    open_order_px = float(open_order_dict['price'])
+                    place_order = True
+                else:
+                    open_order_id = None
+                    open_order_px = 0
+                    place_order = True
+                if place_order:                
+                    price = Decimal(str(price)).quantize(Decimal(str(0.01)), rounding=ROUND_DOWN)
+                    if round(open_order_px - float(price), 2) == 0.00:
+                        logging.info('EXTEND OPEN ORDER NO PX CHG; SKIPPING')
+                    else:
+                        order_resp = await EXTEND_CLIENT.place_order(
+                            market_name=symbol,
+                            amount_of_synthetic=qty,
+                            price=price,
+                            side=side,
+                            taker_fee=Decimal("0.00025"),
+                            previous_order_id=open_order_id,
+                        )
+                        order_resp_dict = dict(order_resp)
+                        if order_resp_dict.get('status', None) == 'OK':
+                            if EXTEND_OPEN_ORDERS:
+                                EXTEND_OPEN_ORDERS.pop(0)
+                            
+                            order_dict = dict(order_resp_dict['data'])
+                            order_dict['status'] = 'NEW'
+                            order_dict['price'] = str(price)
+                            
+                            EXTEND_OPEN_ORDERS.append(order_dict)
+                            utils.send_tg_alert(f'FR_ALGO - EXTEND Order. Start_$: {EXTEND_NOTIONAL_POSITION:.2f}; Value: {float(EXTEND_TGT_TAIL_BASE_QTY)*float(price):.2f}; Price: {float(price):.2f}')
+                            logging.info(f'EXTEND ORDER PLACED SUCCESS: {order_dict}')
+                else:
+                    logging.warning('EXTEND PLACE ORDER CHECKS FAILED, SKIPPING')
+
+            elif not(EXTEND_TGT_TAIL_ORDERABLE) and EXTEND_OPEN_ORDERS:
+                logging.info('EXTEND HAS NO TAIL BUT OPEN ORDERS - CANCELLING OPEN ORDERS')
+                await extend_cancel_all_orders()
+
+            print(f'__________ End ___________ (Algo Engine ms: {(time.time() - loop_start)*1000})')
+            
+            time.sleep(LOOP_SLEEP_SEC)
+            
+    except KeyboardInterrupt:
+        logging.info('CANCELLING OPEN ORDERS')
+        await kill_algo()
+    except Exception as e:
+        logging.error(traceback.format_exc())
+        logging.critical(f'*** ALGO ENGINE CRASHED: {e}')
+        logging.info('CANCELLING OPEN ORDERS')
+        utils.send_tg_alert(f'FR_ALGO_CRASHED: {str(e)}')
+        await kill_algo()
+
+
+### MAIN STARTUP ###
+async def main():
+    global EXTEND_CLIENT
+    global VAL_KEY
+    global CON
+
+    _, EXTEND_CLIENT = await extend_auth.create_auth_account_and_trading_client()
+    VAL_KEY = valkey.Valkey(host='localhost', port=6379, db=0, decode_responses=True)
+    engine = create_async_engine('mysql+asyncmy://root:pwd@localhost/fund_rate')
+
+    async with engine.connect() as CON:
+        ### ASTER SETUP ###
+        await get_aster_collateral()
+        await get_aster_notional_position()
+        await get_aster_exch_info()
+        await get_aster_open_orders()
+        ### EXTEND SETUP ###
+        await get_extend_collateral()
+        await get_extend_notional()
+        await get_extend_exch_info()
+        await get_extend_open_orders()
+
+        await run_algo()
+
+if __name__ == '__main__':
+    START_TIME = round(datetime.now().timestamp()*1000)
+
+    logging.info(f'Log FilePath: {LOG_FILEPATH}')
+
+    logging.basicConfig(
+        force=True,
+        filename=LOG_FILEPATH,
+        level=logging.INFO,
+        format='%(asctime)s - %(levelname)s - %(message)s',
+        filemode='w'
+    )
+    logging.info(f"STARTED: {START_TIME}")
+
+    asyncio.run(main())
+        
--- a/modules/pycache/aster_auth.cpython-313.pyc
+++ b/modules/pycache/aster_auth.cpython-313.pyc
--- a/modules/pycache/aster_auth_api.cpython-313.pyc
+++ b/modules/pycache/aster_auth_api.cpython-313.pyc
--- a/modules/pycache/aster_db.cpython-313.pyc
+++ b/modules/pycache/aster_db.cpython-313.pyc
--- a/modules/pycache/db.cpython-313.pyc
+++ b/modules/pycache/db.cpython-313.pyc
--- a/modules/pycache/extended_auth.cpython-313.pyc
+++ b/modules/pycache/extended_auth.cpython-313.pyc
--- a/modules/pycache/extended_db.cpython-313.pyc
+++ b/modules/pycache/extended_db.cpython-313.pyc
--- a/modules/pycache/structs.cpython-313.pyc
+++ b/modules/pycache/structs.cpython-313.pyc
--- a/modules/pycache/utils.cpython-313.pyc
+++ b/modules/pycache/utils.cpython-313.pyc
--- a/modules/aster_auth.py
+++ b/modules/aster_auth.py
@@ -0,0 +1,108 @@
+import requests
+from dotenv import load_dotenv
+import os
+import time
+import threading
+import urllib
+
+from eth_account.messages import encode_typed_data
+from eth_account import Account
+
+load_dotenv()
+
+user = os.getenv("RABBY_WALLET")
+signer = os.getenv("ASTER_API_WALLET_ADDRESS")
+private_key = os.getenv("ASTER_API_PRIVATE_KEY")
+
+_last_ms = 0
+_i = 0
+
+async def post_authenticated_url(req: dict) -> dict:
+    typed_data = {
+    "types": {
+        "EIP712Domain": [
+        {"name": "name", "type": "string"},
+        {"name": "version", "type": "string"},
+        {"name": "chainId", "type": "uint256"},
+        {"name": "verifyingContract", "type": "address"}
+        ],
+        "Message": [
+        { "name": "msg", "type": "string" }
+        ]
+    },
+    "primaryType": "Message",
+    "domain": {
+        "name": "AsterSignTransaction",
+        "version": "1",
+        "chainId": 1666,
+        "verifyingContract": "0x0000000000000000000000000000000000000000"
+    },
+    "message": {
+        "msg": "$msg"
+    }
+    }
+    headers = {
+        'Content-Type': 'application/x-www-form-urlencoded',
+        'User-Agent': 'PythonApp/1.0'
+    }
+    host = 'https://fapi.asterdex.com'
+
+
+    def get_nonce():
+        _nonce_lock = threading.Lock()
+        global _last_ms, _i
+        with _nonce_lock:
+            now_ms = int(time.time())
+
+            if now_ms == _last_ms:
+                _i += 1
+            else:
+                _last_ms = now_ms
+                _i = 0
+
+            return now_ms * 1_000_000 + _i
+
+    def sign_typed_data(data: dict, private_key: str):
+        """Sign EIP-712 typed data using encode_typed_data."""
+        message = encode_typed_data(
+            domain_data=data["domain"],
+            message_types={"Message": data["types"]["Message"]},
+            message_data=data["message"],
+        )
+        return Account.sign_message(message, private_key=private_key)
+
+    async def send_by_url(req):
+        my_dict = req['params'].copy()
+        url = host + req['url']
+        method = req['method']
+
+        my_dict['nonce'] = str(get_nonce())
+        my_dict['user'] = user
+        my_dict['signer'] = signer
+
+        param = urllib.parse.urlencode(my_dict)
+
+        typed_data['message']['msg'] = param
+        signed = sign_typed_data(typed_data, private_key)
+
+        full_url = url + '?' + param + '&signature=' + signed.signature.hex()
+        # print(full_url)
+
+        if method == 'GET':
+            res = requests.get(full_url, headers=headers)
+            # print(res.status_code, res.text)
+            return res.json()
+        elif method == 'POST':
+            res = requests.post(full_url, headers=headers)
+            # print(res.status_code, res.text)
+            return res.json()
+        elif method == 'PUT':
+            res = requests.put(full_url, headers=headers)
+            # print(res.status_code, res.text)
+            return res.json()
+        elif method == 'DELETE':
+            res = requests.delete(full_url, headers=headers)
+            # print(res.status_code, res.text)
+            return res.json()
+
+    return await send_by_url(req=req)
--- a/modules/aster_db.py
+++ b/modules/aster_db.py
@@ -0,0 +1,147 @@
+import logging
+from typing import AsyncContextManager
+from sqlalchemy import text
+
+
+### Orders and Trades Tables ####
+async def create_fr_aster_user_order_trade_table(
+        CON: AsyncContextManager,
+        engine: str = 'mysql', # mysql | duckdb
+    ) -> None:
+    if CON is None:
+        logging.info("NO DB CONNECTION, SKIPPING Create Statements")
+    else:
+        if engine == 'mysql':
+            logging.info('Creating Table if Does Not Exist: fr_aster_user_order_trade')
+            await CON.execute(text("""
+            CREATE TABLE IF NOT EXISTS fr_aster_user_order_trade (
+                timestamp_arrival BIGINT,
+                timestamp_msg BIGINT,
+                timestamp_transaction BIGINT,
+                symbol VARCHAR(20),
+                client_order_id VARCHAR(100),
+                side VARCHAR(20),
+                order_type VARCHAR(100),
+                time_in_force VARCHAR(20),
+                original_qty DOUBLE,
+                original_price DOUBLE,
+                avg_price DOUBLE,
+                stop_price DOUBLE,
+                execution_type VARCHAR(100),
+                order_status VARCHAR(100),
+                order_id BIGINT,
+                last_filled_qty DOUBLE,
+                filled_accumulated_qty DOUBLE,
+                last_filled_price DOUBLE,
+                commission_asset VARCHAR(20),
+                commission DOUBLE,
+                order_trade_time_ts BIGINT,
+                trade_id VARCHAR(100),
+                bid_notional DOUBLE,
+                ask_notional DOUBLE,
+                trade_is_maker BOOL,
+                trade_is_reduce_only BOOL,
+                stop_px_working_type VARCHAR(100),
+                original_order_type VARCHAR(100),
+                position_side VARCHAR(100),
+                pushed_w_conditional_order BOOL,
+                activation_price DOUBLE,
+                callback_rate DOUBLE,
+                realized_profit DOUBLE
+            );
+            """))
+            await CON.commit()
+        else:
+            raise ValueError('Only MySQL engine is implemented')
+
+### Margin Calls Table ####
+async def create_fr_aster_user_margin_table(
+        CON: AsyncContextManager,
+        engine: str = 'mysql', # mysql | duckdb
+    ) -> None:
+    if CON is None:
+        logging.info("NO DB CONNECTION, SKIPPING Create Statements")
+    else:
+        if engine == 'mysql':
+            logging.info('Creating Table if Does Not Exist: fr_aster_user_margin')
+            await CON.execute(text("""
+            CREATE TABLE IF NOT EXISTS fr_aster_user_margin (
+                timestamp_arrival BIGINT,
+                timestamp_msg BIGINT,
+                cross_wallet_balance DOUBLE,
+                symbol VARCHAR(20),
+                position_side VARCHAR(20),
+                position_amount DOUBLE,
+                margin_type VARCHAR(20),
+                isolated_wallet DOUBLE,
+                mark_price DOUBLE,
+                unrealized_pnl DOUBLE,
+                maint_margin_required DOUBLE
+            );
+            """))
+            await CON.commit()
+        else:
+            raise ValueError('Only MySQL engine is implemented')
+
+### Account Balance Table ####
+async def create_fr_aster_user_account_bal(
+        CON: AsyncContextManager,
+        engine: str = 'mysql', # mysql | duckdb
+    ) -> None:
+    if CON is None:
+        logging.info("NO DB CONNECTION, SKIPPING Create Statements")
+    else:
+        if engine == 'mysql':
+            logging.info('Creating Table if Does Not Exist: fr_aster_user_account_bal')
+            await CON.execute(text("""
+            CREATE TABLE IF NOT EXISTS fr_aster_user_account_bal (
+                timestamp_arrival BIGINT,
+                timestamp_msg BIGINT,
+                timestamp_transaction BIGINT,
+                event_reason_type VARCHAR(20),
+                asset VARCHAR(20),
+                wallet_balance DOUBLE,
+                cross_wallet_balance DOUBLE,
+                balance_change_excl_pnl_comms DOUBLE
+            );
+            """))
+            await CON.commit()
+        else:
+            raise ValueError('Only MySQL engine is implemented')
+
+### Account Positions Table ####
+async def create_fr_aster_user_account_pos(
+        CON: AsyncContextManager,
+        engine: str = 'mysql', # mysql | duckdb
+    ) -> None:
+    if CON is None:
+        logging.info("NO DB CONNECTION, SKIPPING Create Statements")
+    else:
+        if engine == 'mysql':
+            logging.info('Creating Table if Does Not Exist: fr_aster_user_account_pos')
+            await CON.execute(text("""
+            CREATE TABLE IF NOT EXISTS fr_aster_user_account_pos (
+                timestamp_arrival BIGINT,
+                timestamp_msg BIGINT,
+                timestamp_transaction BIGINT,
+                event_reason_type VARCHAR(20),
+                symbol VARCHAR(20),
+                position_amount DOUBLE,
+                entry_price DOUBLE,
+                accumulated_realized_pre_fees DOUBLE,
+                unrealized_pnl DOUBLE,
+                margin_type VARCHAR(20),
+                isolated_wallet DOUBLE,
+                position_side VARCHAR(20)
+            );
+            """))
+            await CON.commit()
+        else:
+            raise ValueError('Only MySQL engine is implemented')
+
+
+
+
+
+
+
--- a/modules/db.py
+++ b/modules/db.py
@@ -0,0 +1,29 @@
+### Database Funcs ###
+import logging
+from typing import AsyncContextManager
+import pandas as pd
+
+
+async def insert_df_to_mysql(
+        table_name: str,
+        params: dict | list | pd.DataFrame,
+        CON: AsyncContextManager,
+        engine: str = 'mysql', # mysql | duckdb
+    ) -> None:
+    if CON is None:
+        logging.info("NO DB CONNECTION, SKIPPING Insert Statements")
+    else:
+        if engine == 'mysql':
+            if not isinstance(params, pd.DataFrame):
+                if isinstance(params, dict):
+                    params = [params]
+                df = pd.DataFrame(params)
+            else:
+                df = params
+            print(f'DB INSERT: table: {table_name}; CON: {CON}; params: {params}')
+            await CON.run_sync(
+                lambda sync_conn: df.to_sql(name=table_name, con=sync_conn, if_exists='append', index=False)
+            )
+            await CON.commit()
+        else:
+            raise ValueError('Only MySQL engine is implemented')
--- a/modules/extended_auth.py
+++ b/modules/extended_auth.py
@@ -0,0 +1,30 @@
+import os
+
+from dotenv import load_dotenv
+from x10.config import MAINNET_CONFIG
+from x10.core.stark_account import StarkPerpetualAccount
+from x10.perpetual.trading_client import PerpetualTradingClient
+import logging
+
+async def create_auth_account_and_trading_client() -> tuple[StarkPerpetualAccount, PerpetualTradingClient]:
+    load_dotenv()
+    API_KEY = os.getenv('EXTENDED_API_KEY')
+    PUBLIC_KEY = os.getenv('EXTENDED_STARK_KEY_PUBLIC')
+    PRIVATE_KEY = os.getenv('EXTENDED_STARK_KEY_PRIVATE')
+    VAULT = int(os.getenv('EXTENDED_VAULT_NUMBER'))    
+    
+    stark_account = StarkPerpetualAccount(
+        vault=VAULT,
+        private_key=PRIVATE_KEY,
+        public_key=PUBLIC_KEY,
+        api_key=API_KEY,
+    )
+
+    trading_client = PerpetualTradingClient(MAINNET_CONFIG, stark_account)
+
+    try:
+        await trading_client.account.get_balance()
+    except ValueError as e:
+        logging.critical(f'Failed to get balance after creation of trading account: {e}')
+
+    return stark_account, trading_client
--- a/modules/extended_db.py
+++ b/modules/extended_db.py
@@ -0,0 +1,152 @@
+import logging
+from typing import AsyncContextManager
+from sqlalchemy import text
+
+
+### Orders Table ####
+async def create_fr_extended_user_order(
+        CON: AsyncContextManager,
+        engine: str = 'mysql', # mysql | duckdb
+    ) -> None:
+    if CON is None:
+        logging.info("NO DB CONNECTION, SKIPPING Create Statements")
+    else:
+        if engine == 'mysql':
+            logging.info('Creating Table if Does Not Exist: fr_extended_user_order')
+            await CON.execute(text("""
+            CREATE TABLE IF NOT EXISTS fr_extended_user_order (
+                sequence_id INT,
+                timestamp_arrival BIGINT,
+                timestamp_msg BIGINT,
+                order_id VARCHAR(100),
+                account_id VARCHAR(100),
+                external_id VARCHAR(100),
+                market VARCHAR(20),
+                type VARCHAR(20),
+                side VARCHAR(20),
+                status VARCHAR(20),
+                status_reason VARCHAR(100),
+                price DOUBLE,
+                averagePrice DOUBLE,
+                qty DOUBLE,
+                filled_qty DOUBLE,
+                payed_fee DOUBLE,
+                tp_sl_type VARCHAR(20),
+                reduce_only BOOL,
+                post_only BOOL,
+                created_time_ts BIGINT,
+                updated_time_ts BIGINT,
+                expire_time_ts BIGINT
+            );
+            """))
+            await CON.commit()
+        else:
+            raise ValueError('Only MySQL engine is implemented')
+
+### Orders Table ####
+async def create_fr_extended_user_trade(
+        CON: AsyncContextManager,
+        engine: str = 'mysql', # mysql | duckdb
+    ) -> None:
+    if CON is None:
+        logging.info("NO DB CONNECTION, SKIPPING Create Statements")
+    else:
+        if engine == 'mysql':
+            logging.info('Creating Table if Does Not Exist: fr_extended_user_trade')
+            await CON.execute(text("""
+            CREATE TABLE IF NOT EXISTS fr_extended_user_trade (
+                sequence_id INT,
+                timestamp_arrival BIGINT,
+                timestamp_msg BIGINT,
+                trade_id VARCHAR(100),
+                account_id VARCHAR(100),
+                market VARCHAR(20),
+                order_id VARCHAR(100),
+                external_order_id VARCHAR(100),
+                side VARCHAR(20),
+                price DOUBLE,
+                qty DOUBLE,
+                value DOUBLE,
+                fee DOUBLE,
+                trade_type VARCHAR(20),
+                created_time_ts BIGINT,
+                is_taker BOOL
+            );
+            """))
+            await CON.commit()
+        else:
+            raise ValueError('Only MySQL engine is implemented')
+
+### Balance Table ####
+async def create_fr_extended_user_balance(
+        CON: AsyncContextManager,
+        engine: str = 'mysql', # mysql | duckdb
+    ) -> None:
+    if CON is None:
+        logging.info("NO DB CONNECTION, SKIPPING Create Statements")
+    else:
+        if engine == 'mysql':
+            logging.info('Creating Table if Does Not Exist: fr_extended_user_balance')
+            await CON.execute(text("""
+            CREATE TABLE IF NOT EXISTS fr_extended_user_balance (
+                sequence_id INT,
+                timestamp_arrival BIGINT,
+                timestamp_msg BIGINT,
+                collateral_name VARCHAR(20),
+                balance DOUBLE,
+                equity DOUBLE,
+                available_for_trade DOUBLE,
+                available_for_withdrawal DOUBLE,
+                unrealised_pnl DOUBLE,
+                initial_margin DOUBLE,
+                margin_ratio DOUBLE,
+                updated_time_ts BIGINT,
+                exposure DOUBLE,
+                leverage DOUBLE
+            );
+            """))
+            await CON.commit()
+        else:
+            raise ValueError('Only MySQL engine is implemented')
+
+### Balance Table ####
+async def create_fr_extended_user_position(
+        CON: AsyncContextManager,
+        engine: str = 'mysql', # mysql | duckdb
+    ) -> None:
+    if CON is None:
+        logging.info("NO DB CONNECTION, SKIPPING Create Statements")
+    else:
+        if engine == 'mysql':
+            logging.info('Creating Table if Does Not Exist: fr_extended_user_position')
+            await CON.execute(text("""
+            CREATE TABLE IF NOT EXISTS fr_extended_user_position (
+                sequence_id INT,
+                timestamp_arrival BIGINT,
+                timestamp_msg BIGINT,
+                position_id VARCHAR(100),
+                account_id VARCHAR(100),
+                market VARCHAR(20),
+                side VARCHAR(20),
+                leverage DOUBLE,
+                size DOUBLE,
+                value DOUBLE,
+                open_price DOUBLE,
+                mark_price DOUBLE,
+                liquidation_price DOUBLE,
+                margin DOUBLE,
+                unrealised_pnl DOUBLE,
+                realised_pnl DOUBLE,
+                tp_trigger_price DOUBLE,
+                tp_limit_price DOUBLE,
+                sl_trigger_price DOUBLE,
+                sl_limit_price DOUBLE,
+                adl_percentile INT,
+                created_at_ts BIGINT,
+                updated_at_ts BIGINT
+            );
+            """))
+            await CON.commit()
+        else:
+            raise ValueError('Only MySQL engine is implemented')
+
--- a/modules/structs.py
+++ b/modules/structs.py
@@ -0,0 +1,183 @@
+import json
+from dataclasses import dataclass, field
+from typing import Any
+
+import valkey
+
+
+@dataclass(kw_only=True)
+class Algo_Config:
+    Config_Updated_Timestamp: int
+    Allow_Ordering_Aster: bool
+    Allow_Ordering_Extend: bool
+    Loop_Sleep_Sec: int
+    Max_Target_Notional: float
+    Min_Time_To_Funding_Minutes: int
+    Price_Worsener_Aster: float
+    Price_Worsener_Extend: float
+    Target_Open_Cash_Position: int
+    
+    Print_Summary_Each_Loop: bool = False
+
+@dataclass(kw_only=True)
+class Flags:
+    LIQUIDATE_POS_AND_KILL_ALGO_FLAG: bool = False
+    NET_FUNDING_IS_ZERO: bool = False
+
+
+@dataclass(kw_only=True)
+class Valkey_Stream:
+    client: valkey.Valkey
+    channel: str
+    data: Any = None
+    none_fill: Any = None
+
+    async def update(self):
+        r = self.client.get(self.channel)
+        self.data = json.loads(r) if r is not None else self.none_fill
+
+
+@dataclass(kw_only=True)
+class Position:
+    market: str
+    notional: float
+    qty: float
+
+
+@dataclass(kw_only=True)
+class Open_Positions:
+    Valkey: Valkey_Stream
+    Positions: list[Position] = field(default_factory = list)
+
+    async def update(self) -> None:
+        self.Valkey = await self.Valkey.update()
+
+
+### Collateral ###
+@dataclass(kw_only=True)
+class Asset:
+    symbol: str
+    balance: float
+    # min_order_qty: float
+
+
+@dataclass(kw_only=True)
+class Collateral:
+    Valkey: Valkey_Stream
+    # Last_Updated_Ts_Ms: int
+    # Last_Pulled_Ts_Ms: int
+    Assets: list[Asset] = field(default_factory = list)
+
+    async def update(self) -> None:
+        self.Valkey = await self.Valkey.update()
+
+
+### Orders ###
+@dataclass(kw_only=True)
+class Order:
+    symbol: str
+    order_id: str
+    client_order_id: str
+    side: str
+    order_type: str
+    original_qty: float
+    original_price: float
+    order_status: str
+    last_filled_qty: float
+    last_filled_price: float
+    commission: float
+    trade_is_maker: bool
+
+
+@dataclass(kw_only=True)
+class Order_Updates:
+    # Last_Updated_Ts_Ms: int
+    # Last_Pulled_Ts_Ms: int
+    Valkey: Valkey_Stream
+    Orders: list[Order] = field(default_factory = list)
+
+    async def update(self) -> None:
+        self.Valkey = await self.Valkey.update()
+
+
+### Funding Rate ###
+@dataclass(kw_only=True)
+class Funding_Rate:
+    # Last_Updated_Ts_Ms: int
+    # Last_Pulled_Ts_Ms: int
+    Valkey: Valkey_Stream
+    timestamp_arrival: int
+    timestamp_msg: int
+    symbol: str
+    funding_rate: float
+    next_funding_time_ts_ms: int
+    mark_price: float
+    index_price: float
+    estimated_settle_price: float
+
+    async def update(self) -> None:
+        self.Valkey = await self.Valkey.update()
+
+
+### Markets Info ###
+@dataclass(kw_only=True)
+class Market:
+    symbol: str
+    min_order_qty: float
+
+
+@dataclass(kw_only=True)
+class Markets_Details:
+    Markets: list[Market] = field(default_factory=list)
+
+
+### Exchanges ###
+@dataclass(kw_only=True)
+class Perpetual_Exchange:
+    # Order_Updates: Order_Updates
+    # Position_Updates: Open_Positions
+    # Collateral_Updates: Collateral
+    # Funding_Rate: Funding_Rate
+    # Markets: Markets_Details
+    mult: int
+    lh_asset: str
+    rh_asset: str
+    symbol_asset_separator: str = ''
+
+    async def update(self):
+        await self.Collateral_Updates.update()
+        await self.Order_Updates.update()
+        await self.Position_Updates.update()
+        await self.Funding_Rate.update()
+
+    def __post_init__(self) -> None:
+        self.symbol = f'{self.lh_asset.upper()}{self.symbol_asset_separator}{self.rh_asset.upper()}'
+
+
+@dataclass(kw_only=True)
+class Aster(Perpetual_Exchange):
+    name: str = 'Aster'
+    lh_asset: str = 'ETH'
+    rh_asset: str = 'USDT'
+
+    def __post_init__(self):
+        super().__post_init__()
+        self.Order_Updates = Order_Updates(Valkey=Valkey_Stream(channel = 'fr_aster_user_balances', none_fills = []))
+        self.Collateral_Updates = Collateral(Valkey=Valkey_Stream(channel = 'fr_aster_user_orders', none_fills = []))
+        self.Position_Updates = Open_Positions(Valkey=Valkey_Stream(channel = 'fr_aster_user_positions', none_fills = []))
+        self.Funding_Rate - Funding_Rate(Valkey=Valkey_Stream(channel = 'fund_rate_aster', none_fills = None))
+
+
+@dataclass(kw_only=True)
+class Extend(Perpetual_Exchange):
+    name: str = 'Extended'
+    lh_asset: str = 'ETH'
+    rh_asset: str = 'USD'
+    symbol_asset_separator: str = '-'
+
+    def __post_init__(self):
+        super().__post_init__()
+        self.Order_Updates = Order_Updates(Valkey=Valkey_Stream(channel = 'fr_aster_user_balances', none_fills = []))
+        self.Collateral_Updates = Collateral(Valkey=Valkey_Stream(channel = 'fr_aster_user_orders', none_fills = []))
+        self.Position_Updates = Open_Positions(Valkey=Valkey_Stream(channel = 'fr_aster_user_positions', none_fills = []))
+        self.Funding_Rate - Funding_Rate(Valkey=Valkey_Stream(channel = 'fund_rate_aster', none_fills = None))
--- a/modules/utils.py
+++ b/modules/utils.py
@@ -0,0 +1,28 @@
+import logging
+from dotenv import load_dotenv
+import requests
+import os
+
+load_dotenv()
+
+def upsert_list_of_dicts_by_id(list_of_dicts, new_dict, id='id', seq_check_field: str | None = None):
+    for index, item in enumerate(list_of_dicts):
+        if item.get(id) == new_dict.get(id):
+            if seq_check_field is not None:
+                if item.get(seq_check_field) > new_dict.get(seq_check_field):
+                    logging.info('Skipping out of sequence msg')
+                    return list_of_dicts
+            list_of_dicts[index] = new_dict
+            return list_of_dicts
+    
+    list_of_dicts.append(new_dict)
+    return list_of_dicts
+
+def send_tg_alert(msg: str):
+    token = os.getenv("TG_TOKEN")
+    chat_id = os.getenv("TG_ALERTS_CHAT_ID")
+    
+    url = f'https://api.telegram.org/bot{token}/sendMessage?chat_id={chat_id}'
+    response = requests.post(url, json={'text': str(str(msg)[:250])}, timeout=10)
+
+    return response.json()
--- a/ng.py
+++ b/ng.py
@@ -0,0 +1,36 @@
+import os
+from nicegui import ui, app
+from sqlalchemy import create_engine
+import json
+import valkey
+
+
+VALKEY_R = valkey.Valkey(host='localhost', port=6379, db=0, decode_responses=True)
+
+
+
+def root():
+    app.add_static_files(max_cache_age=0, url_path='/static', local_directory=os.path.join(os.path.dirname(__file__), 'nicegui_modules/static'))
+    ui.add_head_html('''
+    <meta name="darkreader-lock">
+    <link rel="stylesheet" type="text/css" href="/static/styles.css">
+    <script type="text/javascript" src="https://unpkg.com/lightweight-charts/dist/lightweight-charts.standalone.production.js"></script>
+    <script src="/static/script.js"></script>
+    '''
+    )
+    # ui.add_head_html('<meta name="darkreader-lock">')
+    # update_body_scroll(bool_override=ALLOW_BODY_SCROLL)
+
+    ui.sub_pages({
+        '/': controls_grid,
+    }).classes('w-full')
+
+
+async def controls_grid():
+    with ui.grid(columns=16).classes('w-full gap-0 auto-fit'):
+        with ui.card().tight().classes('w-full col-span-full no-shadow border border-black-200').style('overflow: auto;'):
+            ui.html('<div id="tv" style="width:100%; height:800px;"></div>', sanitize=False).classes('w-full')
+            ui.run_javascript('await create_tv();')
+
+
+ui.run(root, storage_secret="123ABC", reload=True, dark=True, title='Atwater_Trading')
--- a/requirements.txt
+++ b/requirements.txt
@@ -0,0 +1,25 @@
+pandas
+rel
+websockets
+pyarrow
+# plotly
+mysql-connector-python
+sqlalchemy
+requests
+pymysql
+scipy
+asyncmy
+cryptography
+# TA-Lib
+valkey
+nicegui
+# py_clob_client
+# google
+# google-api-core==2.30.0
+# google-api-python-client==2.190.0
+# googleapis-common-protos==1.72.0
+# grpcio==1.76.0
+# grpcio-tools==1.76.0
+x10-python-trading-starknet
+eth-keys
+eth-account
--- a/ws_aster.py
+++ b/ws_aster.py
@@ -128,7 +128,7 @@ async def ws_stream():
                        if channel is not None:
                            match channel:
                                case c if c == STREAM_MARKPRICE:
-                                    print(f'MP: {data}')
+                                    # print(f'MP: {data}')
                                    VAL_KEY_OBJ = json.dumps({
                                        'timestamp_arrival': ts_arrival,
                                        'timestamp_msg': data['data']['E'],
@@ -186,7 +186,7 @@ async def main():
        logging.warning("VALKEY NOT BEING USED, NO DATA WILL BE PUBLISHED")

    if USE_DB:
-        engine = create_async_engine('mysql+asyncmy://root:pwd@localhost/polymarket')
+        engine = create_async_engine('mysql+asyncmy://root:pwd@localhost/fund_rate')
        async with engine.connect() as CON:
            # await create_rtds_btcusd_table(CON=CON)
            await ws_stream()
--- a/ws_aster/Dockerfile
+++ b/ws_aster/Dockerfile
@@ -0,0 +1,19 @@
+FROM python:3.13-slim
+
+RUN apt-get update && \
+    apt-get install -y build-essential
+
+RUN gcc --version
+RUN rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+
+COPY requirements.txt .
+
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY . .
+
+# Finally, run gunicorn.
+CMD [ "python", "ws_aster.py"]
+# CMD [ "gunicorn", "--workers=5", "--threads=1", "-b 0.0.0.0:8000", "app:server"]
--- a/ws_aster_user.py
+++ b/ws_aster_user.py
@@ -0,0 +1,292 @@
+import asyncio
+import json
+import logging
+import socket
+import traceback
+from datetime import datetime
+from typing import AsyncContextManager
+
+import numpy as np
+import pandas as pd
+import requests.packages.urllib3.util.connection as urllib3_cn  # type: ignore
+from sqlalchemy import text
+import websockets
+from sqlalchemy.ext.asyncio import create_async_engine
+import valkey
+import os
+from dotenv import load_dotenv
+import modules.aster_auth as aster_auth
+import modules.aster_db as aster_db
+import modules.db as db
+import modules.utils as utils
+
+### Allow only ipv4 ###
+def allowed_gai_family():
+    return socket.AF_INET
+urllib3_cn.allowed_gai_family = allowed_gai_family
+
+### Database ###
+USE_DB: bool = True
+USE_VK: bool = True
+VK_ORDERS_TRADES = 'fr_aster_user_orders'
+VK_MARGIN_CALLS = 'fr_aster_user_margin_calls'
+VK_BALANCES = 'fr_aster_user_balances'
+VK_POSITIONS = 'fr_aster_user_positions'
+CON: AsyncContextManager | None = None
+VAL_KEY = None
+
+### Logging ###
+load_dotenv()
+LOG_FILEPATH: str = os.getenv("LOGS_PATH") + '/Fund_Rate_Aster_User.log'
+
+### CONSTANTS ###
+WSS_URL = "wss://fstream.asterdex.com/ws/"
+LOCAL_RECENT_UPDATES_LOOKBACK_SEC = 30
+
+### Globals ###
+LISTEN_KEY: str | None = None
+LISTEN_KEY_LAST_UPDATE_TS_S: int = 0
+LISTEN_KEY_PUT_INTERVAL_SEC = 1800
+
+LOCAL_RECENT_ORDERS: list = []
+LOCAL_RECENT_MARGIN_CALLS: list = [] 
+LOCAL_RECENT_BALANCES: list = []
+LOCAL_RECENT_POSITIONS: list = []
+
+
+async def get_new_listen_key() -> str:
+    global LISTEN_KEY_LAST_UPDATE_TS_S
+    
+    listen_key_request = {
+        "url": "/fapi/v3/listenKey",
+        "method": "POST",
+        "params": {}
+    }
+    r = await aster_auth.post_authenticated_url(listen_key_request)
+    listen_key = r.get('listenKey', None)
+    print(f'LISTEN KEY: {listen_key}')
+    if listen_key is not None:
+        LISTEN_KEY_LAST_UPDATE_TS_S = round(datetime.now().timestamp())
+        return listen_key
+    else:
+        raise ValueError(f'Listen Key is None; Failed to Update. response: {r}')
+
+async def listen_key_interval():
+    global LISTEN_KEY
+
+    while True:
+        await asyncio.sleep(LISTEN_KEY_PUT_INTERVAL_SEC)
+        LISTEN_KEY = await get_new_listen_key()
+
+### Websocket ###
+async def ws_stream():
+    global LISTEN_KEY
+    global LOCAL_RECENT_ORDERS
+    global LOCAL_RECENT_MARGIN_CALLS
+    global LOCAL_RECENT_BALANCES
+    global LOCAL_RECENT_POSITIONS
+
+    LISTEN_KEY = await get_new_listen_key()
+    
+    async for websocket in websockets.connect(WSS_URL+LISTEN_KEY):
+        logging.info(f"Connected to {WSS_URL}")
+        asyncio.create_task(listen_key_interval())
+        try:
+            async for message in websocket:
+                ts_arrival = round(datetime.now().timestamp()*1000)
+                    
+                if isinstance(message, str):
+                    try: 
+                        data = json.loads(message)
+                        channel = data.get('e', None)
+                        if channel is not None:
+                            LOOKBACK_MIN_TS_MS = ts_arrival - (LOCAL_RECENT_UPDATES_LOOKBACK_SEC*1000)
+
+                            match channel:
+                                case 'ORDER_TRADE_UPDATE':
+                                    # logging.info(f'ORDER_TRADE_UPDATE: {data}')
+                                    new_order_update = {
+                                        'timestamp_arrival': ts_arrival,
+                                        'timestamp_msg': data['E'],
+                                        'timestamp_transaction': data['T'],
+
+                                        'symbol': data['o']["s"], # "BTCUSDT",              // Symbol
+                                        'client_order_id': data['o']["c"], # "TEST",                 // Client Order Id
+                                        'side': data['o']["S"], # "SELL",                 // Side
+                                        'order_type': data['o']["o"], # "TRAILING_STOP_MARKET", // Order Type
+                                        'time_in_force': data['o']["f"], # "GTC",                  // Time in Force
+                                        'original_qty': float(data['o']["q"]), # "0.001",                // Original Quantity
+                                        'original_price': float(data['o']["p"]), # "0",                    // Original Price
+                                        'avg_price': float(data['o']["ap"]), # :"0",                   // Average Price
+                                        'stop_price': float(data['o'].get("sp", 0)), # :"7103.04",             // Stop Price. Please ignore with TRAILING_STOP_MARKET order
+                                        'execution_type': data['o']["x"], # "NEW",                  // Execution Type
+                                        'order_status': data['o']["X"], # "NEW",                  // Order Status
+                                        'order_id': data['o']["i"], # 8886774,                // Order Id
+                                        'last_filled_qty': float(data['o']["l"]), # "0",                    // Order Last Filled Quantity
+                                        'filled_accumulated_qty': float(data['o']["z"]), # "0",                    // Order Filled Accumulated Quantity
+                                        'last_filled_price': float(data['o']["L"]), # "0",                    // Last Filled Price
+                                        'commission_asset': data['o'].get("N", None), # "USDT",             // Commission Asset, will not push if no commission
+                                        'commission': float(data['o'].get("n",0)), # "0",                // Commission, will not push if no commission
+                                        'order_trade_time_ts': data['o']["T"], # 1568879465651,          // Order Trade Time
+                                        'trade_id': data['o']["t"], # 0,                      // Trade Id
+                                        'bid_notional': float(data['o']["b"]), # "0",                    // Bids Notional
+                                        'ask_notional': float(data['o']["a"]), # "9.91",                 // Ask Notional
+                                        'trade_is_maker': data['o']["m"], # false,                  // Is this trade the maker side?
+                                        'trade_is_reduce_only': data['o']["R"], # false,                  // Is this reduce only
+                                        'stop_px_working_type': data['o']["wt"], # :"CONTRACT_PRICE",      // Stop Price Working Type
+                                        'original_order_type': data['o']["ot"], # :"TRAILING_STOP_MARKET",    // Original Order Type
+                                        'position_side': data['o']["ps"], # :"LONG",                        // Position Side
+                                        'pushed_w_conditional_order': bool(data['o'].get("cp", False)), # :false,                     // If Close-All, pushed with conditional order
+                                        'activation_price': float(data['o'].get("AP", 0)), # :"7476.89",             // Activation Price, only puhed with TRAILING_STOP_MARKET order
+                                        'callback_rate': float(data['o'].get("cr", 0)), # :"5.0",                 // Callback Rate, only puhed with TRAILING_STOP_MARKET order
+                                        'realized_profit': float(data['o']["rp"]), # :"0"                            // Realized Profit of the trade
+                                    }
+                                    LOCAL_RECENT_ORDERS = utils.upsert_list_of_dicts_by_id(LOCAL_RECENT_ORDERS, new_order_update, id='order_id', seq_check_field='timestamp_msg')
+                                    LOCAL_RECENT_ORDERS = [t for t in LOCAL_RECENT_ORDERS if t.get('timestamp_arrival', 0) >= LOOKBACK_MIN_TS_MS]
+
+                                    VAL_KEY_OBJ = json.dumps(LOCAL_RECENT_ORDERS)
+                                    VAL_KEY.set(VK_ORDERS_TRADES, VAL_KEY_OBJ)
+
+                                    await db.insert_df_to_mysql(table_name='fr_aster_user_order_trade', params=new_order_update, CON=CON)
+                                    continue
+                                case 'MARGIN_CALL':
+                                    # logging.info(f'MARGIN_CALL: {data}')
+                                    list_for_df = []
+                                    for p in list(data['p']):
+                                        margin_call_update = {
+                                            'timestamp_arrival': ts_arrival,
+                                            'timestamp_msg': data['E'],
+                                            'cross_wallet_balance': float(data.get('cw', 0)),
+
+                                            'symbol': p["s"], # "ETHUSDT",      // Symbol
+                                            'position_side': p["ps"], # :"LONG",        // Position Side
+                                            'position_amount': float(p["pa"]), # :"1.327",       // Position Amount
+                                            'margin_type': p["mt"], # :"CROSSED",     // Margin Type
+                                            'isolated_wallet': float(p.get("iw", 0)), # :"0",           // Isolated Wallet (if isolated position)
+                                            'mark_price': float(p["mp"]), # :"187.17127",   // Mark Price
+                                            'unrealized_pnl': float(p["up"]), # :"-1.166074",   // Unrealized PnL
+                                            'maint_margin_required': float(p["mm"]), # :"1.614445"     // Maintenance Margin Required
+                                        }
+                                        list_for_df.append(margin_call_update)
+                                        LOCAL_RECENT_MARGIN_CALLS = utils.upsert_list_of_dicts_by_id(LOCAL_RECENT_MARGIN_CALLS, margin_call_update, id='symbol',  seq_check_field='timestamp_msg')
+                                        LOCAL_RECENT_MARGIN_CALLS = [t for t in LOCAL_RECENT_MARGIN_CALLS if t.get('timestamp_arrival', 0) >= LOOKBACK_MIN_TS_MS]
+                                    
+                                    VAL_KEY_OBJ = json.dumps(LOCAL_RECENT_MARGIN_CALLS)
+                                    VAL_KEY.set(VK_MARGIN_CALLS, VAL_KEY_OBJ)
+
+                                    await db.insert_df_to_mysql(table_name='fr_aster_user_margin', params=list_for_df, CON=CON)
+                                    continue
+                                case 'ACCOUNT_UPDATE':
+                                    # logging.info(f'ACCOUNT_UPDATE: {data}')
+                                    list_for_df_bal = []
+                                    list_for_df_pos = []
+                                    ### Balance Updates ###
+                                    if len(list(data['a']['B'])) > 0:
+                                        for b in list(data['a']['B']):
+                                            balance_update = {
+                                                'timestamp_arrival': ts_arrival,
+                                                'timestamp_msg': data['E'],
+                                                'timestamp_transaction': data['T'],
+                                                
+                                                'event_reason_type': data['a']["m"],
+
+                                                'asset': b['a'],
+                                                'wallet_balance': float(b['wb']),
+                                                'cross_wallet_balance': float(b.get('cw', 0)),
+                                                'balance_change_excl_pnl_comms': float(b['bc']),
+                                            }
+                                            list_for_df_bal.append(balance_update)
+                                            LOCAL_RECENT_BALANCES = utils.upsert_list_of_dicts_by_id(LOCAL_RECENT_BALANCES, balance_update, id='asset', seq_check_field='timestamp_msg')
+                                            LOCAL_RECENT_BALANCES = [t for t in LOCAL_RECENT_BALANCES if t.get('timestamp_arrival', 0) >= LOOKBACK_MIN_TS_MS]
+                                        VAL_KEY.set(VK_BALANCES, json.dumps(LOCAL_RECENT_BALANCES))
+                                    ### Position Updates ###
+                                    if len(list(data['a']['P'])) > 0:
+                                        for p in list(data['a']['P']):
+                                            position_update = {
+                                                'timestamp_arrival': ts_arrival,
+                                                'timestamp_msg': data['E'],
+                                                'timestamp_transaction': data['T'],
+                                                
+                                                'event_reason_type': data['a']["m"],
+                                                
+                                                'symbol': p['s'],
+                                                'position_amount': float(p['pa']),
+                                                'entry_price': float(p['ep']),
+                                                'accumulated_realized_pre_fees': float(p['cr']),
+                                                'unrealized_pnl': float(p['up']),
+                                                'margin_type': p['mt'],
+                                                'isolated_wallet': float(p.get('iw', 0)),
+                                                'position_side': p['ps'],
+                                            }
+                                            list_for_df_pos.append(position_update)
+                                            LOCAL_RECENT_POSITIONS = utils.upsert_list_of_dicts_by_id(LOCAL_RECENT_POSITIONS, position_update, id='symbol', seq_check_field='timestamp_msg')
+                                            LOCAL_RECENT_POSITIONS = [t for t in LOCAL_RECENT_POSITIONS if t.get('timestamp_arrival', 0) >= LOOKBACK_MIN_TS_MS]
+                                        VAL_KEY.set(VK_POSITIONS, json.dumps(LOCAL_RECENT_POSITIONS))
+                                    if list_for_df_bal:
+                                        await db.insert_df_to_mysql(table_name='fr_aster_user_account_bal', params=list_for_df_bal, CON=CON)
+                                    if list_for_df_pos:
+                                        await db.insert_df_to_mysql(table_name='fr_aster_user_account_pos', params=list_for_df_pos, CON=CON)
+                                    continue
+                                case 'listenKeyExpired':
+                                    raise('Listen Key Has Expired; Failed to Update Properly. Restarting.')
+                                case _:
+                                    logging.warning(f'UNMATCHED OTHER MSG: {data}')
+                        else:
+                            logging.info(f'Initial or unexpected data struct, skipping: {data}')
+                            continue
+                    except (json.JSONDecodeError, ValueError):
+                        logging.warning(f'Message not in JSON format, skipping: {message}')
+                        continue
+                else:
+                    raise ValueError(f'Type: {type(data)}  not expected: {message}')
+        except websockets.ConnectionClosed as e:
+            logging.error(f'Connection closed: {e}')
+            logging.error(traceback.format_exc())
+            continue
+        except Exception as e:
+            logging.error(f'Connection closed: {e}')
+            logging.error(traceback.format_exc())
+
+
+async def main():
+    global VAL_KEY
+    global CON
+    
+    if USE_VK:
+        VAL_KEY = valkey.Valkey(host='localhost', port=6379, db=0)
+    else:
+        VAL_KEY = None
+        logging.warning("VALKEY NOT BEING USED, NO DATA WILL BE PUBLISHED")
+
+    if USE_DB:
+        engine = create_async_engine('mysql+asyncmy://root:pwd@localhost/fund_rate')
+        async with engine.connect() as CON:
+            await aster_db.create_fr_aster_user_order_trade_table(CON=CON)
+            await aster_db.create_fr_aster_user_margin_table(CON=CON)
+            await aster_db.create_fr_aster_user_account_bal(CON=CON)
+            await aster_db.create_fr_aster_user_account_pos(CON=CON)
+            await ws_stream()
+    else:
+        CON = None
+        logging.warning("DATABASE NOT BEING USED, NO DATA WILL BE RECORDED")
+        await ws_stream()
+
+
+if __name__ == '__main__':
+    START_TIME = round(datetime.now().timestamp()*1000)
+
+    logging.info(f'Log FilePath: {LOG_FILEPATH}')
+
+    logging.basicConfig(
+        force=True,
+        filename=LOG_FILEPATH,
+        level=logging.INFO,
+        format='%(asctime)s - %(levelname)s - %(message)s',
+        filemode='w'
+    )
+    logging.info(f"STARTED: {START_TIME}")
+    
+    try:
+        asyncio.run(main())
+    except KeyboardInterrupt:
+        logging.info("Stream stopped")
--- a/ws_aster_user/Dockerfile
+++ b/ws_aster_user/Dockerfile
@@ -0,0 +1,19 @@
+FROM python:3.13-slim
+
+RUN apt-get update && \
+    apt-get install -y build-essential
+
+RUN gcc --version
+RUN rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+
+COPY requirements.txt .
+
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY . .
+
+# Finally, run gunicorn.
+CMD [ "python", "ws_aster_user.py"]
+# CMD [ "gunicorn", "--workers=5", "--threads=1", "-b 0.0.0.0:8000", "app:server"]
--- a/ws_extended.py
+++ b/ws_extended.py
--- a/ws_extended_fund_rate.py
+++ b/ws_extended_fund_rate.py
@@ -0,0 +1,203 @@
+import asyncio
+import json
+import logging
+import socket
+import traceback
+from datetime import datetime, timezone
+from typing import AsyncContextManager
+import math
+
+import numpy as np
+import pandas as pd
+import requests.packages.urllib3.util.connection as urllib3_cn  # type: ignore
+from sqlalchemy import text
+import websockets
+from sqlalchemy.ext.asyncio import create_async_engine
+import valkey
+import os
+from dotenv import load_dotenv
+
+
+### Allow only ipv4 ###
+def allowed_gai_family():
+    return socket.AF_INET
+urllib3_cn.allowed_gai_family = allowed_gai_family
+
+### Database ###
+USE_DB: bool = False
+USE_VK: bool = True
+VK_FUND_RATE = 'fund_rate_extended'
+
+CON: AsyncContextManager | None = None
+VAL_KEY = None
+
+### Logging ###
+load_dotenv()
+LOG_FILEPATH: str = os.getenv("LOGS_PATH") + '/Fund_Rate_Extended_FR.log'
+
+### CONSTANTS ###
+WS_SYMBOL: str = 'ETH-USD'
+FUNDING_RATE_INTERVAL_MIN = 60
+
+### Globals ###
+WSS_URL = f"wss://api.starknet.extended.exchange/stream.extended.exchange/v1/funding/{WS_SYMBOL}"
+
+
+# HIST_TRADES = np.empty((0, 3))
+# HIST_TRADES_LOOKBACK_SEC = 6
+
+def time_round_down(dt, interval_mins=5) -> int: # returns timestamp in seconds
+    interval_secs = interval_mins * 60
+    seconds = dt.timestamp()
+    rounded_seconds = math.floor(seconds / interval_secs) * interval_secs
+    
+    return rounded_seconds
+
+
+# ### Database Funcs ###
+# async def create_rtds_btcusd_table(
+#         CON: AsyncContextManager,
+#         engine: str = 'mysql', # mysql | duckdb
+#     ) -> None:
+#     if CON is None:
+#         logging.info("NO DB CONNECTION, SKIPPING Create Statements")
+#     else:
+#         if engine == 'mysql':
+#             logging.info('Creating Table if Does Not Exist: binance_btcusd_trades')
+#             await CON.execute(text("""
+#             CREATE TABLE IF NOT EXISTS binance_btcusd_trades (
+#                 timestamp_arrival BIGINT,
+#                 timestamp_msg BIGINT,
+#                 timestamp_value BIGINT,
+#                 value DOUBLE,
+#                 qty DOUBLE
+#             );
+#             """))
+#             await CON.commit()
+#         else:
+#             raise ValueError('Only MySQL engine is implemented')
+
+# async def insert_rtds_btcusd_table(
+#         timestamp_arrival: int,
+#         timestamp_msg: int,
+#         timestamp_value: int,
+#         value: float,
+#         qty: float,
+#         CON: AsyncContextManager,
+#         engine: str = 'mysql', # mysql | duckdb
+#     ) -> None:
+#     params={
+#         'timestamp_arrival': timestamp_arrival,
+#         'timestamp_msg': timestamp_msg,
+#         'timestamp_value': timestamp_value,
+#         'value': value,
+#         'qty': qty,
+#     }
+#     if CON is None:
+#         logging.info("NO DB CONNECTION, SKIPPING Insert Statements")
+#     else:
+#         if engine == 'mysql':
+#             await CON.execute(text("""
+#             INSERT INTO binance_btcusd_trades 
+#             (
+#                 timestamp_arrival,
+#                 timestamp_msg,
+#                 timestamp_value,
+#                 value,
+#                 qty
+#             )
+#             VALUES 
+#                 (
+#                 :timestamp_arrival,
+#                 :timestamp_msg,
+#                 :timestamp_value,
+#                 :value,
+#                 :qty
+#                 )
+#             """),
+#             parameters=params
+#             )
+#             await CON.commit()
+#         else:
+#             raise ValueError('Only MySQL engine is implemented')
+
+### Websocket ###
+async def ws_stream():
+    async for websocket in websockets.connect(WSS_URL):
+        logging.info(f"Connected to {WSS_URL}")
+        try:
+            async for message in websocket:
+                ts_arrival = round(datetime.now().timestamp()*1000)
+                if isinstance(message, str):
+                    try: 
+                        data = json.loads(message)
+                        if data.get('data', None) is not None:
+                            # print(f'FR: {data}')
+                            fr_next_update_ts = (time_round_down(dt=datetime.now(timezone.utc), interval_mins=60)+(60*60))*1000
+                            VAL_KEY_OBJ = json.dumps({
+                                'sequence_id': data['seq'],
+                                'timestamp_arrival': ts_arrival,
+                                'timestamp_msg': data['ts'],
+                                'symbol': data['data']['m'],
+                                'funding_rate': float(data['data']['f']),
+                                'funding_rate_updated_ts_ms': data['data']['T'],
+                                'next_funding_time_ts_ms': fr_next_update_ts,
+                            })
+                            VAL_KEY.set(VK_FUND_RATE, VAL_KEY_OBJ)
+                            continue
+                        else:
+                            logging.info(f'Initial or unexpected data struct, skipping: {data}')
+                            continue
+                    except (json.JSONDecodeError, ValueError):
+                        logging.warning(f'Message not in JSON format, skipping: {message}')
+                        continue
+                else:
+                    raise ValueError(f'Type: {type(data)}  not expected: {message}')
+        except websockets.ConnectionClosed as e:
+            logging.error(f'Connection closed: {e}')
+            logging.error(traceback.format_exc())
+            continue
+        except Exception as e:
+            logging.error(f'Connection closed: {e}')
+            logging.error(traceback.format_exc())
+
+
+async def main():
+    global VAL_KEY
+    global CON
+    
+    if USE_VK:
+        VAL_KEY = valkey.Valkey(host='localhost', port=6379, db=0)
+    else:
+        VAL_KEY = None
+        logging.warning("VALKEY NOT BEING USED, NO DATA WILL BE PUBLISHED")
+
+    if USE_DB:
+        engine = create_async_engine('mysql+asyncmy://root:pwd@localhost/fund_rate')
+        async with engine.connect() as CON:
+            # await create_rtds_btcusd_table(CON=CON)
+            await ws_stream()
+    else:
+        CON = None
+        logging.warning("DATABASE NOT BEING USED, NO DATA WILL BE RECORDED")
+        await ws_stream()
+
+
+if __name__ == '__main__':
+    START_TIME = round(datetime.now().timestamp()*1000)
+
+    logging.info(f'Log FilePath: {LOG_FILEPATH}')
+
+    logging.basicConfig(
+        force=True,
+        filename=LOG_FILEPATH,
+        level=logging.INFO,
+        format='%(asctime)s - %(levelname)s - %(message)s',
+        filemode='w'
+    )
+    logging.info(f"STARTED: {START_TIME}")
+    
+    try:
+        asyncio.run(main())
+    except KeyboardInterrupt:
+        logging.info("Stream stopped")
--- a/ws_extended_fund_rate/Dockerfile
+++ b/ws_extended_fund_rate/Dockerfile
@@ -0,0 +1,19 @@
+FROM python:3.13-slim
+
+RUN apt-get update && \
+    apt-get install -y build-essential
+
+RUN gcc --version
+RUN rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+
+COPY requirements.txt .
+
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY . .
+
+# Finally, run gunicorn.
+CMD [ "python", "ws_extended_fund_rate.py"]
+# CMD [ "gunicorn", "--workers=5", "--threads=1", "-b 0.0.0.0:8000", "app:server"]
--- a/ws_extended_orderbook.py
+++ b/ws_extended_orderbook.py
@@ -0,0 +1,122 @@
+import asyncio
+import json
+import logging
+import socket
+import traceback
+from datetime import datetime
+from typing import AsyncContextManager
+
+import numpy as np
+import pandas as pd
+import requests.packages.urllib3.util.connection as urllib3_cn  # type: ignore
+from sqlalchemy import text
+import websockets
+from sqlalchemy.ext.asyncio import create_async_engine
+import valkey
+import os
+from dotenv import load_dotenv
+
+
+### Allow only ipv4 ###
+def allowed_gai_family():
+    return socket.AF_INET
+urllib3_cn.allowed_gai_family = allowed_gai_family
+
+### Database ###
+USE_DB: bool = False
+USE_VK: bool = True
+
+VK_TICKER = 'fut_ticker_extended'
+CON: AsyncContextManager | None = None
+VAL_KEY = None
+
+### Logging ###
+load_dotenv()
+LOG_FILEPATH: str = os.getenv("LOGS_PATH") + '/Fund_Rate_Extended_OB.log'
+
+### CONSTANTS ###
+WS_SYMBOL: str = 'ETH-USD'
+
+### Globals ###
+WSS_URL = f"wss://api.starknet.extended.exchange/stream.extended.exchange/v1/orderbooks/{WS_SYMBOL}?depth=1"
+
+### Websocket ###
+async def ws_stream():
+    async for websocket in websockets.connect(WSS_URL):
+        logging.info(f"Connected to {WSS_URL}")
+        try:
+            async for message in websocket:
+                ts_arrival = round(datetime.now().timestamp()*1000)
+                if isinstance(message, str):
+                    try: 
+                        data = json.loads(message)
+                        if data.get('type', None) is not None:
+                            # print(f'OB: {data}')
+                            VAL_KEY_OBJ = json.dumps({
+                                'sequence_id': data['seq'],
+                                'timestamp_arrival': ts_arrival,
+                                'timestamp_msg': data['ts'],
+                                'symbol': data['data']['m'],
+                                'best_bid_px': float(data['data']['b'][0]['p']),
+                                'best_bid_qty': float(data['data']['b'][0]['q']),
+                                'best_ask_px': float(data['data']['a'][0]['p']),
+                                'best_ask_qty': float(data['data']['a'][0]['q']),
+                            })
+                            VAL_KEY.set(VK_TICKER, VAL_KEY_OBJ)
+                            continue
+                        else:
+                            logging.info(f'Initial or unexpected data struct, skipping: {data}')
+                            continue
+                    except (json.JSONDecodeError, ValueError):
+                        logging.warning(f'Message not in JSON format, skipping: {message}')
+                        continue
+                else:
+                    raise ValueError(f'Type: {type(data)}  not expected: {message}')
+        except websockets.ConnectionClosed as e:
+            logging.error(f'Connection closed: {e}')
+            logging.error(traceback.format_exc())
+            continue
+        except Exception as e:
+            logging.error(f'Connection closed: {e}')
+            logging.error(traceback.format_exc())
+
+
+async def main():
+    global VAL_KEY
+    global CON
+    
+    if USE_VK:
+        VAL_KEY = valkey.Valkey(host='localhost', port=6379, db=0)
+    else:
+        VAL_KEY = None
+        logging.warning("VALKEY NOT BEING USED, NO DATA WILL BE PUBLISHED")
+
+    if USE_DB:
+        engine = create_async_engine('mysql+asyncmy://root:pwd@localhost/fund_rate')
+        async with engine.connect() as CON:
+            # await create_rtds_btcusd_table(CON=CON)
+            await ws_stream()
+    else:
+        CON = None
+        logging.warning("DATABASE NOT BEING USED, NO DATA WILL BE RECORDED")
+        await ws_stream()
+
+
+if __name__ == '__main__':
+    START_TIME = round(datetime.now().timestamp()*1000)
+
+    logging.info(f'Log FilePath: {LOG_FILEPATH}')
+
+    logging.basicConfig(
+        force=True,
+        filename=LOG_FILEPATH,
+        level=logging.INFO,
+        format='%(asctime)s - %(levelname)s - %(message)s',
+        filemode='w'
+    )
+    logging.info(f"STARTED: {START_TIME}")
+    
+    try:
+        asyncio.run(main())
+    except KeyboardInterrupt:
+        logging.info("Stream stopped")
--- a/ws_extended_orderbook/Dockerfile
+++ b/ws_extended_orderbook/Dockerfile
@@ -0,0 +1,19 @@
+FROM python:3.13-slim
+
+RUN apt-get update && \
+    apt-get install -y build-essential
+
+RUN gcc --version
+RUN rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+
+COPY requirements.txt .
+
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY . .
+
+# Finally, run gunicorn.
+CMD [ "python", "ws_extended_orderbook.py"]
+# CMD [ "gunicorn", "--workers=5", "--threads=1", "-b 0.0.0.0:8000", "app:server"]
--- a/ws_extended_user.py
+++ b/ws_extended_user.py
@@ -0,0 +1,264 @@
+import asyncio
+import json
+import logging
+import socket
+import traceback
+from datetime import datetime, timezone
+from typing import AsyncContextManager
+import math
+
+import numpy as np
+import pandas as pd
+import requests.packages.urllib3.util.connection as urllib3_cn  # type: ignore
+from sqlalchemy import text
+import websockets
+from sqlalchemy.ext.asyncio import create_async_engine
+import valkey
+import os
+from dotenv import load_dotenv
+import modules.extended_db as extended_db
+import modules.db as db
+import modules.utils as utils
+
+### Allow only ipv4 ###
+def allowed_gai_family():
+    return socket.AF_INET
+urllib3_cn.allowed_gai_family = allowed_gai_family
+
+### Database ###
+USE_DB: bool = True
+USE_VK: bool = True
+VK_ORDERS = 'fr_extended_user_orders'
+VK_TRADES = 'fr_extended_user_trades'
+VK_BALANCES = 'fr_extended_user_balances'
+VK_POSITIONS = 'fr_extended_user_positions'
+CON: AsyncContextManager | None = None
+VAL_KEY = None
+
+### Logging ###
+load_dotenv()
+LOG_FILEPATH: str = os.getenv("LOGS_PATH") + '/Fund_Rate_Extended_User.log'
+
+### CONSTANTS ###
+WSS_URL = "wss://api.starknet.extended.exchange/stream.extended.exchange/v1/account"
+API_KEY = os.getenv('EXTENDED_API_KEY')
+LOCAL_RECENT_UPDATES_LOOKBACK_SEC = 30
+
+### Globals ###
+LOCAL_RECENT_ORDERS: list = []
+LOCAL_RECENT_TRADES: list = []
+LOCAL_RECENT_BALANCES: list = []
+LOCAL_RECENT_POSITIONS: list = []
+
+### Websocket ###
+async def ws_stream():
+    global LOCAL_RECENT_ORDERS
+    global LOCAL_RECENT_TRADES
+    global LOCAL_RECENT_BALANCES
+    global LOCAL_RECENT_POSITIONS
+    
+    async for websocket in websockets.connect(WSS_URL, extra_headers={'X-Api-Key': API_KEY}):
+        logging.info(f"Connected to {WSS_URL}")
+        try:
+            async for message in websocket:
+                ts_arrival = round(datetime.now().timestamp()*1000)
+                if isinstance(message, str):
+                    try: 
+                        data = json.loads(message)
+                        channel = data.get('type', None)
+                        if channel is not None:
+                            LOOKBACK_MIN_TS_MS = ts_arrival - (LOCAL_RECENT_UPDATES_LOOKBACK_SEC*1000)
+                            match channel:
+                                case 'ORDER':
+                                    list_for_df = []
+                                    for o in data['data']['orders']:
+                                        order_update = {
+                                            'sequence_id': data['seq'],
+                                            'timestamp_arrival': ts_arrival,
+                                            'timestamp_msg': data['ts'],
+
+                                            'order_id': o['id'],
+                                            'account_id': o['accountId'],
+                                            'external_id': o.get('externalId', None),
+                                            'market': o['market'],
+                                            'type': o['type'],
+                                            'side': o['side'],
+                                            'status': o['status'],
+                                            'status_reason': o.get('statusReason', None),
+                                            'price': float(o.get('price', 0)),
+                                            'averagePrice': float(o.get('averagePrice', 0)),
+                                            'qty': float(o['qty']),
+                                            'filled_qty': float(o.get('filledQty', 0)),
+                                            'payed_fee': float(o.get('payedFee', 0)),
+                                            # 'trigger_dict': o.get('trigger', None),
+                                            'tp_sl_type': o.get('tpSlType', None),
+                                            # 'take_profit_dict': o.get('takeProfit', None),
+                                            # 'stop_loss_dict': o.get('stopLoss', None),
+                                            'reduce_only': o.get('reduceOnly', False),
+                                            'post_only': o.get('postOnly', False),
+                                            'created_time_ts': o['createdTime'],
+                                            'updated_time_ts': o['updatedTime'],
+                                            'expire_time_ts': o['expireTime'],
+                                        }
+                                        list_for_df.append(order_update)
+                                        LOCAL_RECENT_ORDERS = utils.upsert_list_of_dicts_by_id(LOCAL_RECENT_ORDERS, order_update, id='order_id', seq_check_field='sequence_id')
+                                        LOCAL_RECENT_ORDERS = [t for t in LOCAL_RECENT_ORDERS if t.get('timestamp_arrival', 0) >= LOOKBACK_MIN_TS_MS]
+                                    
+                                    VAL_KEY_OBJ = json.dumps(LOCAL_RECENT_ORDERS)
+                                    VAL_KEY.set(VK_ORDERS, VAL_KEY_OBJ)
+                                    await db.insert_df_to_mysql(table_name='fr_extended_user_order', params=list_for_df, CON=CON)
+                                    continue
+                                case 'TRADE':
+                                    list_for_df = []
+                                    for t in data['data']['trades']:
+                                        trade_update = {
+                                            'sequence_id': data['seq'],
+                                            'timestamp_arrival': ts_arrival,
+                                            'timestamp_msg': data['ts'],
+
+                                            'trade_id': t['id'],
+                                            'account_id': t['accountId'],
+                                            'market': t['market'],
+                                            'order_id': t['orderId'],
+                                            'external_order_id': t.get('externalOrderId', None),
+                                            'side': t['side'],
+                                            'price': float(t['price']),
+                                            'qty': float(t['qty']),
+                                            'value': float(t['value']),
+                                            'fee': float(t['fee']),
+                                            'trade_type': t['tradeType'],
+                                            'created_time_ts': t['createdTime'],
+                                            'is_taker': t['isTaker'],
+                                        }
+                                        list_for_df.append(trade_update)
+                                        LOCAL_RECENT_TRADES = utils.upsert_list_of_dicts_by_id(LOCAL_RECENT_TRADES, trade_update, id='trade_id', seq_check_field='sequence_id')
+                                        LOCAL_RECENT_TRADES = [t for t in LOCAL_RECENT_TRADES if t.get('timestamp_arrival', 0) >= LOOKBACK_MIN_TS_MS]
+                                    
+                                    VAL_KEY_OBJ = json.dumps(LOCAL_RECENT_TRADES)
+                                    VAL_KEY.set(VK_TRADES, VAL_KEY_OBJ)
+                                    await db.insert_df_to_mysql(table_name='fr_extended_user_trade', params=list_for_df, CON=CON)
+                                    continue
+                                case 'BALANCE':
+                                    balance_update = {
+                                        'sequence_id': data['seq'],
+                                        'timestamp_arrival': ts_arrival,
+                                        'timestamp_msg': data['ts'],
+
+                                        'collateral_name': data['data']['balance']['collateralName'],
+                                        'balance': float(data['data']['balance']['balance']),
+                                        'equity': float(data['data']['balance']['equity']),
+                                        'available_for_trade': float(data['data']['balance']['availableForTrade']),
+                                        'available_for_withdrawal': float(data['data']['balance']['availableForWithdrawal']),
+                                        'unrealised_pnl': float(data['data']['balance']['unrealisedPnl']),
+                                        'initial_margin': float(data['data']['balance']['initialMargin']),
+                                        'margin_ratio': float(data['data']['balance']['marginRatio']),
+                                        'updated_time_ts': data['data']['balance']['updatedTime'],
+                                        'exposure': float(data['data']['balance']['exposure']),
+                                        'leverage': float(data['data']['balance']['leverage']),
+                                    }
+                                    LOCAL_RECENT_BALANCES = utils.upsert_list_of_dicts_by_id(LOCAL_RECENT_BALANCES, balance_update, id='collateral_name', seq_check_field='sequence_id')
+                                    LOCAL_RECENT_BALANCES = [t for t in LOCAL_RECENT_BALANCES if t.get('timestamp_arrival', 0) >= LOOKBACK_MIN_TS_MS]
+                                    
+                                    VAL_KEY_OBJ = json.dumps(LOCAL_RECENT_BALANCES)
+                                    VAL_KEY.set(VK_BALANCES, VAL_KEY_OBJ)
+                                    await db.insert_df_to_mysql(table_name='fr_extended_user_balance', params=balance_update, CON=CON)
+                                    continue
+                                case 'POSITION':
+                                    list_for_df = []
+                                    for p in data['data']['positions']:
+                                        position_update = {
+                                            'sequence_id': data['seq'],
+                                            'timestamp_arrival': ts_arrival,
+                                            'timestamp_msg': data['ts'],
+
+                                            'position_id': p['id'],
+                                            'account_id': p['accountId'],
+                                            'market': p['market'],
+                                            'side': p['side'],
+                                            'leverage': float(p['leverage']),
+                                            'size': float(p['size']),
+                                            'value': float(p['value']),
+                                            'open_price': float(p['openPrice']),
+                                            'mark_price': float(p['markPrice']),
+                                            'liquidation_price': float(p['liquidationPrice']),
+                                            'margin': float(p['margin']),
+                                            'unrealised_pnl': float(p['unrealisedPnl']),
+                                            'realised_pnl': float(p['realisedPnl']),
+                                            'tp_trigger_price': float(p.get('tpTriggerPrice', 0)),
+                                            'tp_limit_price': float(p.get('tpLimitPrice', 0)),
+                                            'sl_trigger_price': float(p.get('slTriggerPrice', 0)),
+                                            'sl_limit_price': float(p.get('slLimitPrice', 0)),
+                                            'adl_percentile': p.get('adl', 0), # closer to 100 means higher chance of auto-deleveraging
+                                            'created_at_ts': p['createdAt'],
+                                            'updated_at_ts': p['updatedAt'],
+                                        }
+                                        list_for_df.append(position_update)
+                                        LOCAL_RECENT_POSITIONS = utils.upsert_list_of_dicts_by_id(LOCAL_RECENT_POSITIONS, position_update, id='position_id', seq_check_field='sequence_id')
+                                        LOCAL_RECENT_POSITIONS = [t for t in LOCAL_RECENT_POSITIONS if t.get('timestamp_arrival', 0) >= LOOKBACK_MIN_TS_MS]
+                                    
+                                    VAL_KEY_OBJ = json.dumps(LOCAL_RECENT_POSITIONS)
+                                    VAL_KEY.set(VK_POSITIONS, VAL_KEY_OBJ)
+                                    
+                                    await db.insert_df_to_mysql(table_name='fr_extended_user_position', params=list_for_df, CON=CON)
+                                    continue
+                                case _:
+                                    logging.warning(f'UNMATCHED OTHER MSG: {data}')
+                        else:
+                            logging.info(f'Initial or unexpected data struct, skipping: {data}')
+                            continue
+                    except (json.JSONDecodeError, ValueError):
+                        logging.warning(f'Message not in JSON format, skipping: {message}')
+                        continue
+                else:
+                    raise ValueError(f'Type: {type(data)}  not expected: {message}')
+        except websockets.ConnectionClosed as e:
+            logging.error(f'Connection closed: {e}')
+            logging.error(traceback.format_exc())
+            continue
+        except Exception as e:
+            logging.error(f'Connection closed: {e}')
+            logging.error(traceback.format_exc())
+
+
+async def main():
+    global VAL_KEY
+    global CON
+    
+    if USE_VK:
+        VAL_KEY = valkey.Valkey(host='localhost', port=6379, db=0)
+    else:
+        VAL_KEY = None
+        logging.warning("VALKEY NOT BEING USED, NO DATA WILL BE PUBLISHED")
+
+    if USE_DB:
+        engine = create_async_engine('mysql+asyncmy://root:pwd@localhost/fund_rate')
+        async with engine.connect() as CON:
+            await extended_db.create_fr_extended_user_balance(CON=CON)
+            await extended_db.create_fr_extended_user_position(CON=CON)
+            await extended_db.create_fr_extended_user_order(CON=CON)
+            await extended_db.create_fr_extended_user_trade(CON=CON)
+            await ws_stream()
+    else:
+        CON = None
+        logging.warning("DATABASE NOT BEING USED, NO DATA WILL BE RECORDED")
+        await ws_stream()
+
+
+if __name__ == '__main__':
+    START_TIME = round(datetime.now().timestamp()*1000)
+
+    logging.info(f'Log FilePath: {LOG_FILEPATH}')
+
+    logging.basicConfig(
+        force=True,
+        filename=LOG_FILEPATH,
+        level=logging.INFO,
+        format='%(asctime)s - %(levelname)s - %(message)s',
+        filemode='w'
+    )
+    logging.info(f"STARTED: {START_TIME}")
+    
+    try:
+        asyncio.run(main())
+    except KeyboardInterrupt:
+        logging.info("Stream stopped")
--- a/ws_extended_user/Dockerfile
+++ b/ws_extended_user/Dockerfile
@@ -0,0 +1,19 @@
+FROM python:3.13-slim
+
+RUN apt-get update && \
+    apt-get install -y build-essential
+
+RUN gcc --version
+RUN rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+
+COPY requirements.txt .
+
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY . .
+
+# Finally, run gunicorn.
+CMD [ "python", "ws_extended_user.py"]
+# CMD [ "gunicorn", "--workers=5", "--threads=1", "-b 0.0.0.0:8000", "app:server"]
Author	SHA1	Message	Date
stevekeyharvey	73c4eb1bf8	saving for japan	2026-04-25 23:47:07 +00:00
stevekeyharvey	dac490ca5b	saving	2026-04-25 23:43:28 +00:00
stevekeyharvey	b0d031d452	algo orchestrator	2026-04-25 03:40:47 +00:00
stevekeyharvey	afa2d1fd79	start of refactor to objects	2026-04-24 07:29:26 +00:00
stevekeyharvey	ea46b173fa	algo logic 1	2026-04-23 17:33:01 +00:00
stevekeyharvey	c12835a96d	test	2026-04-23 16:37:10 +00:00
stevekeyharvey	73c9ed67f5	get open orders	2026-04-23 16:34:47 +00:00
stevekeyharvey	ff209603b6	initial algo logic	2026-04-23 06:39:51 +00:00
stevekeyharvey	539e6004cf	feedhandlers extended	2026-04-23 03:11:52 +00:00
stevekeyharvey	408a63fe58	aster auth hell	2026-04-22 05:24:40 +00:00