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3526d5d564
Author | SHA1 | Date |
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Nelson Torres | 3526d5d564 | |
Nelson Torres | 1ac643018a |
82
max_pain.py
82
max_pain.py
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@ -11,6 +11,15 @@ from piker.brokers.deribit.api import (
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maybe_open_oi_feed,
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)
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def check_if_complete(
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oi: dict[str, dict[str, Decimal | None]]
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) -> bool:
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return all(
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oi[strike]['C'] is not None
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and
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oi[strike]['P'] is not None for strike in oi
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)
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async def max_pain_daemon(
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) -> None:
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@ -18,19 +27,17 @@ async def max_pain_daemon(
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instruments: list[Symbol] = []
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oi_by_strikes: dict[str, dict[str, Decimal]]
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def check_if_complete(
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oi: dict[str, dict[str, Decimal | None]],
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) -> bool:
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for strike in oi:
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if (
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oi[strike]['C'] == None
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or
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oi[strike]['P'] == None
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):
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return False
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return True
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def update_oi_by_strikes(msg: tuple):
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nonlocal oi_by_strikes
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if 'oi' == msg[0]:
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strike_price = msg[1]['strike_price']
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option_type = msg[1]['option_type']
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open_interest = msg[1]['open_interest']
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oi_by_strikes.setdefault(
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strike_price, {}
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).update(
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{option_type: open_interest}
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)
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def get_max_pain(
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oi_by_strikes: dict[str, dict[str, Decimal]]
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@ -50,17 +57,15 @@ async def max_pain_daemon(
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# an amount greater than zero.
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total_intrinsic_value: Decimal = Decimal('Infinity')
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max_pain: Decimal = Decimal(0)
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call_cash: Decimal = Decimal(0)
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put_cash: Decimal = Decimal(0)
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intrinsic_values: dict[str, dict[str, Decimal]] = {}
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closes: list[str] = sorted(oi_by_strikes.keys())
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for strike in oi_by_strikes:
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s: Decimal = Decimal(f'{strike}')
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call_cash: Decimal = Decimal(0)
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put_cash: Decimal = Decimal(0)
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for close in closes:
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c: Decimal = Decimal(f'{close}')
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call_cash += max(0, (s - c) * oi_by_strikes[f'{close}']['C'])
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put_cash += max(0, (c - s) * oi_by_strikes[f'{close}']['P'])
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closes: list = sorted(Decimal(close) for close in oi_by_strikes)
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for strike, oi in oi_by_strikes.items():
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s = Decimal(strike)
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call_cash = sum(max(0, (s - c) * oi_by_strikes[str(c)]['C']) for c in closes)
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put_cash = sum(max(0, (c - s) * oi_by_strikes[str(c)]['P']) for c in closes)
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intrinsic_values[strike] = {
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'C': call_cash,
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@ -68,10 +73,9 @@ async def max_pain_daemon(
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'total': call_cash + put_cash,
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}
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for strike in intrinsic_values:
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if intrinsic_values[f'{strike}']['total'] < total_intrinsic_value:
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total_intrinsic_value = intrinsic_values[f'{strike}']['total']
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max_pain = strike\
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if intrinsic_values[strike]['total'] < total_intrinsic_value:
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total_intrinsic_value = intrinsic_values[strike]['total']
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max_pain = s
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return {
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'timestamp': timestamp,
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@ -80,7 +84,6 @@ async def max_pain_daemon(
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'max_pain': max_pain,
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}
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async with get_client(
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) as client:
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instruments = await client.get_instruments(
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@ -92,21 +95,18 @@ async def max_pain_daemon(
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instruments,
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) as oi_feed:
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async for msg in oi_feed:
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if 'oi' == msg[0]:
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timestamp = msg[1]['timestamp']
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strike_price = msg[1]['strike_price']
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option_type = msg[1]['option_type']
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open_interest = msg[1]['open_interest']
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oi_by_strikes[f'{strike_price}'][f'{option_type}'] = open_interest
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update_oi_by_strikes(msg)
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if check_if_complete(oi_by_strikes):
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max_pain = get_max_pain(oi_by_strikes)
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print('-----------------------------------------------')
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print(f'timestamp: {datetime.fromtimestamp(max_pain['timestamp'])}')
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print(f'expiry_date: {max_pain['expiry_date']}')
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print(f'max_pain: {max_pain['max_pain']}')
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print(f'total intrinsic value: {max_pain['total_intrinsic_value']}')
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print('-----------------------------------------------')
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if 'oi' == msg[0]:
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timestamp = msg[1]['timestamp']
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max_pain = get_max_pain(oi_by_strikes)
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print('-----------------------------------------------')
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print(f'timestamp: {datetime.fromtimestamp(max_pain['timestamp'])}')
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print(f'expiry_date: {max_pain['expiry_date']}')
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print(f'max_pain: {max_pain['max_pain']}')
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print(f'total intrinsic value: {max_pain['total_intrinsic_value']}')
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print('-----------------------------------------------')
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async def main():
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