Update poetry.lock

Now the max_pain is calculated taking into account all strike prices and all close prices to find the intrinsic value as deribit.

piker/brokers/deribit/api.py

@@ -246,6 +246,20 @@ def get_config() -> dict[str, Any]:
 
     return section
 
+def check_if_complete(
+    oi: dict[str, dict[str, Decimal | None]],
+
+    ) -> bool:
+        for strike in oi:
+            if (
+                oi[strike]['C'] == None 
+                or
+                oi[strike]['P'] == None
+            ):
+                return False
+
+        return True
+                
 
 class Client:
     '''
@@ -410,6 +424,27 @@ class Client:
 
         return response_list
 
+    def get_strikes_dict(
+        self,
+        instruments: list[Symbol],
+
+    ) -> dict[str, dict[str, Decimal | None]]:
+        """
+        Get a dict with strike prices as keys.
+        """
+        
+        response: dict[str, dict[str, Decimal | None]] = {}
+
+        for i in range(len(instruments)):
+            element = instruments[i]
+            strike = f'{str(element).split('-')[1]}'
+            response[f'{strike}'] = {
+                'C': None,
+                'P': None,
+            }
+
+        return response
+
     async def submit_limit(
         self,
         symbol: str,
@@ -792,13 +827,15 @@ async def maybe_open_price_feed(
 async def aio_open_interest_feed_relay(
     fh: FeedHandler,
     instruments: list,
-    open_interests: dict[str, dict[str, dict[str, list[dict[str, Decimal]]]]],
-    losses_cache: dict[str, Decimal],
-    max_losses: Decimal,
-    max_pain: Decimal,
+    intrinsic_values: dict[str, Decimal],
+    oi_by_strikes: dict[str, dict[str, Decimal]],
     from_trio: asyncio.Queue,
     to_trio: trio.abc.SendChannel,
 ) -> None:
+    
+    max_losses: Decimal = Decimal('Infinity')
+    max_pain: Decimal = Decimal(0)
+
     async def _trade(
         trade: Trade,  # cryptofeed, NOT ours from `.venues`!
         receipt_timestamp: int,
@@ -820,13 +857,13 @@ async def aio_open_interest_feed_relay(
         Proxy-thru `cryptofeed.FeedHandler` "oi" to `piker`-side.
 
         '''
-        nonlocal losses_cache
+        nonlocal intrinsic_values
+        nonlocal oi_by_strikes
         nonlocal max_losses
         nonlocal max_pain
-        nonlocal open_interests
+
         symbol: Symbol = str_to_cb_sym(oi.symbol)
         piker_sym: str = cb_sym_to_deribit_inst(symbol)
-        data: dict = oi.raw['params']['data']
         (
             base,
             expiry_date,
@@ -835,68 +872,36 @@ async def aio_open_interest_feed_relay(
         ) = tuple(
             piker_sym.split('-')
         )
-        if not f'{expiry_date}' in open_interests:
-            open_interests[f'{expiry_date}'] = {
-                f'{strike_price}': {
-                    'C': [],
-                    'P': [],
-                    'strike_losses': Decimal(0),
-                }
-            }
-        if not f'{strike_price}' in open_interests[f'{expiry_date}']:
-            open_interests[f'{expiry_date}'][f'{strike_price}'] = {
-                'C': [],
-                'P': [],
-                'strike_losses': Decimal(0),
-            }
-
-        index_price: Decimal = data['index_price']
         open_interest: Decimal = oi.open_interest
-        price_delta: Decimal
-        if f'{option_type}' == 'C':
-            price_delta = index_price - Decimal(strike_price)
+        oi_by_strikes[f'{strike_price}'][f'{option_type}'] = open_interest
 
-        elif f'{option_type}' == 'P':
-            price_delta = Decimal(strike_price) - index_price
+        is_ready = check_if_complete(oi_by_strikes)
+        if is_ready:
+            for strike in oi_by_strikes:
+                s: Decimal = Decimal(f'{strike}')
+                close_losses = Decimal(0)
+                closes: list[str] = sorted(oi_by_strikes.keys())
+                call_cash: Decimal = Decimal(0)
+                put_cash: Decimal = Decimal(0)
+                for close in closes:
+                    c: Decimal = Decimal(f'{close}')
+                    call_cash += max(0, (s - c) * oi_by_strikes[f'{close}']['C'])
+                    put_cash += max(0, (c - s) * oi_by_strikes[f'{close}']['P'])
     
-        notional_value = open_interest * index_price
-        losses: Decimal = max(0, price_delta * open_interest)
+                intrinsic_values[f'{strike}'] = {}
+                intrinsic_values[f'{strike}']['C'] = call_cash
+                intrinsic_values[f'{strike}']['P'] = put_cash
+                intrinsic_values[f'{strike}']['total'] = (call_cash + put_cash)
 
-        if not f'{strike_price}' in losses_cache:
-            losses_cache[f'{strike_price}'] = {
-                'C': Decimal(0),
-                'P': Decimal(0),
-            }
-
-        losses_cache[f'{strike_price}'][f'{option_type}'] = losses
-
-        strike_losses: Decimal = (
-            losses_cache[f'{strike_price}']['C']
-            +
-            losses_cache[f'{strike_price}']['P']
-        )
-
-        open_interests[f'{expiry_date}'][f'{strike_price}'][f'{option_type}'] = {
-            'date': oi.timestamp,
-            'open_interest': open_interest, 
-            'index_price': index_price, 
-            'strike_price': strike_price,
-            'price_delta': price_delta,
-            'notional_value': notional_value,
-            'losses': losses, # this updates the global value call_losses and put_losses
-        }
-        # calculate with latest values stored in call_losses and put_losses global cache.
-        open_interests[f'{expiry_date}'][f'{strike_price}']['strike_losses'] = strike_losses
-
-        for strike in open_interests[f'{expiry_date}']:
-            if strike_losses > max_losses:
-                max_losses = open_interests[f'{expiry_date}'][strike]['strike_losses']
+            for strike in intrinsic_values:
+                if intrinsic_values[f'{strike}']['total'] < max_losses:
+                    max_losses = intrinsic_values[f'{strike}']['total']
                     max_pain = strike
-                print(f'>>>> Open Interest...')
-                print(f'expiration: {expiry_date}')
-                print(f'>>>> max_pain: {max_pain}')
+            
+            print('-----------------------------------------------')
+            print(f'time:   {oi.timestamp}')
+            print(f'max_pain:   {max_pain}')
             print(f'max_losses: {max_losses}')
-                print(f'{pformat(open_interests[f'{expiry_date}'][max_pain])}')
             print('-----------------------------------------------')
 
 
@@ -929,21 +934,16 @@ async def open_oi_feed(
 
     expiry_date: str = '20DEC24'
     instruments: list[Symbol] = []
+    intrinsic_values: dict[str, dict[str, Decimal]] = {}
+    oi_by_strikes: dict[str, dict[str, Decimal]]
+
     async with get_client(
     ) as client:
-        # to get all currencies available in deribit
-        # currencies = await client.get_currencies()
         instruments = await client.get_instruments(
             expiry_date=expiry_date,
         )
-    losses_cache: dict[str, Decimal] = { # {'<strike_price>': <value>}
-        'C': Decimal(0),
-        'P': Decimal(0),
-    }
-#    max_losses: Decimal = Decimal('Infinity')
-    max_losses: Decimal = Decimal(0)
-    max_pain: Decimal = Decimal(0)
-    open_interests: dict[str, dict[str, dict[str, list[dict]]]] = {}
+        oi_by_strikes = client.get_strikes_dict(instruments)
+
     fh: FeedHandler
     first: None
     chan: to_asyncio.LinkedTaskChannel
@@ -954,10 +954,8 @@ async def open_oi_feed(
                 aio_open_interest_feed_relay,
                 fh,
                 instruments,
-                open_interests,
-                losses_cache,
-                max_losses,
-                max_pain,
+                intrinsic_values,
+                oi_by_strikes,
             )
         ) as (first, chan)
     ):

poetry.lock

@@ -173,7 +173,7 @@ name = "asyncvnc"
 version = "1.1.0"
 description = "Asynchronous VNC for Python"
 optional = false
-python-versions = ">= 3.7"
+python-versions = ">=3.7"
 files = []
 develop = false
 
@@ -1769,62 +1769,82 @@ test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
 
 [[package]]
 name = "pycares"
-version = "4.4.0"
+version = "4.5.0"
 description = "Python interface for c-ares"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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 windows-terminal = ["colorama (>=0.4.6)"]
 
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 [[package]]
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 pdbp = "^1.5.0"
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 tricycle = "^0.4.1"
 trio = "^0.24"
 trio-typing = "^0.10.0"
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 [[package]]
@@ -2798,93 +2801,93 @@ test = ["pytest"]
 
 [[package]]
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 [package.dependencies]