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						 | 
					@ -1,4 +1,3 @@
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# piker: trading gear for hackers
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					 | 
				
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# Copyright (C) Jared Goldman (in stewardship for pikers)
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					# Copyright (C) Jared Goldman (in stewardship for pikers)
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# This program is free software: you can redistribute it and/or modify
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					# This program is free software: you can redistribute it and/or modify
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						 | 
					@ -14,10 +13,10 @@
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# You should have received a copy of the GNU Affero General Public License
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					# You should have received a copy of the GNU Affero General Public License
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# along with this program.  If not, see <https://www.gnu.org/licenses/>.
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					# along with this program.  If not, see <https://www.gnu.org/licenses/>.
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"""
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					'''
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Kucoin broker backend
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					Kucoin broker backend
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"""
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					'''
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from random import randint
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					from random import randint
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from typing import Any, Callable, Optional, Literal, AsyncGenerator
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					from typing import Any, Callable, Optional, Literal, AsyncGenerator
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						 | 
					@ -52,14 +51,14 @@ from ..data._web_bs import (
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log = get_logger(__name__)
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					log = get_logger(__name__)
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_ohlc_dtype = [
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					_ohlc_dtype = [
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    ("index", int),
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					    ('index', int),
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    ("time", int),
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					    ('time', int),
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    ("open", float),
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					    ('open', float),
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    ("high", float),
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					    ('high', float),
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    ("low", float),
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					    ('low', float),
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    ("close", float),
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					    ('close', float),
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    ("volume", float),
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					    ('volume', float),
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    ("bar_wap", float),  # will be zeroed by sampler if not filled
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					    ('bar_wap', float),  # will be zeroed by sampler if not filled
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]
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					]
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						 | 
					@ -68,6 +67,7 @@ class KucoinMktPair(Struct, frozen=True):
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    Kucoin's pair format
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					    Kucoin's pair format
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    '''
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					    '''
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    baseCurrency: str
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					    baseCurrency: str
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    baseIncrement: float
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					    baseIncrement: float
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    baseMaxSize: float
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					    baseMaxSize: float
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						 | 
					@ -92,6 +92,7 @@ class AccountTrade(Struct, frozen=True):
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    Historical trade format
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					    Historical trade format
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    '''
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					    '''
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    id: str
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					    id: str
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    currency: str
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					    currency: str
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    amount: float
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					    amount: float
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						 | 
					@ -99,7 +100,7 @@ class AccountTrade(Struct, frozen=True):
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    balance: float
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					    balance: float
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    accountType: str
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					    accountType: str
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    bizType: str
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					    bizType: str
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    direction: Literal["in", "out"]
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					    direction: Literal['in', 'out']
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    createdAt: float
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					    createdAt: float
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    context: list[str]
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					    context: list[str]
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						 | 
					@ -117,6 +118,7 @@ class KucoinTrade(Struct, frozen=True):
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    Real-time trade format
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					    Real-time trade format
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    '''
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					    '''
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    bestAsk: float
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					    bestAsk: float
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    bestAskSize: float
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					    bestAskSize: float
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    bestBid: float
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					    bestBid: float
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						 | 
					@ -127,26 +129,37 @@ class KucoinTrade(Struct, frozen=True):
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    time: float
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					    time: float
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					class KucoinL2(Struct, frozen=True):
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					    '''
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					    Real-time L2 order book format
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					    '''
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					    asks: list[list[float]]
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					    bids: list[list[float]]
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					    timestamp: float
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					class KucoinMsg(Struct, frozen=True):
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					    type: str
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					    topic: str
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					    subject: str
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					    data: list[KucoinTrade | KucoinL2]
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class BrokerConfig(Struct, frozen=True):
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					class BrokerConfig(Struct, frozen=True):
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    key_id: str
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					    key_id: str
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    key_secret: str
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					    key_secret: str
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    key_passphrase: str
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					    key_passphrase: str
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class KucoinTradeMsg(Struct, frozen=True):
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					 | 
				
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    type: str
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					 | 
				
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    topic: str
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					 | 
				
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    subject: str
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					 | 
				
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    data: list[KucoinTrade]
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					 | 
				
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					 | 
				
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					 | 
				
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def get_config() -> BrokerConfig | None:
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					def get_config() -> BrokerConfig | None:
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    conf, path = config.load()
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					    conf, path = config.load()
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    section = conf.get("kucoin")
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					    section = conf.get('kucoin')
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    if section is None:
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					    if section is None:
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        log.warning("No config section found for kucoin in config")
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					        log.warning('No config section found for kucoin in config')
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        return None
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					        return None
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    return BrokerConfig(**section)
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					    return BrokerConfig(**section)
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						 | 
					@ -163,19 +176,18 @@ class Client:
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        config: BrokerConfig | None = get_config()
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					        config: BrokerConfig | None = get_config()
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        if (
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					        if config and config.key_id and config.key_secret and config.key_passphrase:
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            config and float(config.key_id) and config.key_secret and config.key_passphrase
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					 | 
				
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        ):
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					 | 
				
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            self._authenticated = True
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					            self._authenticated = True
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            self._key_id = config.key_id
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					            self._key_id = config.key_id
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            self._key_secret = config.key_secret
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					            self._key_secret = config.key_secret
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            self._key_passphrase = config.key_passphrase
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					            self._key_passphrase = config.key_passphrase
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					            log.info('User credentials added')
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    def _gen_auth_req_headers(
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					    def _gen_auth_req_headers(
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        self,
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					        self,
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        action: Literal["POST", "GET"],
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					        action: Literal['POST', 'GET'],
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        endpoint: str,
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					        endpoint: str,
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        api_v: str = "v2",
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					        api_v: str = 'v2',
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    ) -> dict[str, str | bytes]:
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					    ) -> dict[str, str | bytes]:
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        '''
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					        '''
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        Generate authenticated request headers
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					        Generate authenticated request headers
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						 | 
					@ -183,39 +195,39 @@ class Client:
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        '''
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					        '''
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        now = int(time.time() * 1000)
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					        now = int(time.time() * 1000)
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        path = f"/api/{api_v}{endpoint}"
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					        path = f'/api/{api_v}{endpoint}'
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        str_to_sign = str(now) + action + path
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					        str_to_sign = str(now) + action + path
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        signature = base64.b64encode(
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					        signature = base64.b64encode(
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            hmac.new(
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					            hmac.new(
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                self._key_secret.encode("utf-8"),
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					                self._key_secret.encode('utf-8'),
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                str_to_sign.encode("utf-8"),
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					                str_to_sign.encode('utf-8'),
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                hashlib.sha256,
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					                hashlib.sha256,
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            ).digest()
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					            ).digest()
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        )
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					        )
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        passphrase = base64.b64encode(
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					        passphrase = base64.b64encode(
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            hmac.new(
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					            hmac.new(
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                self._key_secret.encode("utf-8"),
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					                self._key_secret.encode('utf-8'),
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                self._key_passphrase.encode("utf-8"),
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					                self._key_passphrase.encode('utf-8'),
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                hashlib.sha256,
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					                hashlib.sha256,
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            ).digest()
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					            ).digest()
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        )
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					        )
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        return {
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					        return {
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            "KC-API-SIGN": signature,
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					            'KC-API-SIGN': signature,
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            "KC-API-TIMESTAMP": str(now),
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					            'KC-API-TIMESTAMP': str(now),
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            "KC-API-KEY": self._key_id,
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					            'KC-API-KEY': self._key_id,
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            "KC-API-PASSPHRASE": passphrase,
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					            'KC-API-PASSPHRASE': passphrase,
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            # XXX: Even if using the v1 api - this stays the same
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					            # XXX: Even if using the v1 api - this stays the same
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            "KC-API-KEY-VERSION": "2",
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					            'KC-API-KEY-VERSION': '2',
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        }
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					        }
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    async def _request(
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					    async def _request(
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        self,
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					        self,
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        action: Literal["POST", "GET"],
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					        action: Literal['POST', 'GET'],
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        endpoint: str,
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					        endpoint: str,
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        api_v: str = "v2",
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					        api_v: str = 'v2',
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        headers: dict = {},
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					        headers: dict = {},
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    ) -> Any:
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					    ) -> Any:
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        '''
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					        '''
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						 | 
					@ -225,34 +237,29 @@ class Client:
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        if self._authenticated:
 | 
					        if self._authenticated:
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            headers = self._gen_auth_req_headers(action, endpoint, api_v)
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					            headers = self._gen_auth_req_headers(action, endpoint, api_v)
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 | 
					
 | 
				
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        api_url = f"https://api.kucoin.com/api/{api_v}{endpoint}"
 | 
					        api_url = f'https://api.kucoin.com/api/{api_v}{endpoint}'
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 | 
					
 | 
				
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        res = await asks.request(action, api_url, headers=headers)
 | 
					        res = await asks.request(action, api_url, headers=headers)
 | 
				
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 | 
					
 | 
				
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        if "data" in res.json():
 | 
					        if 'data' in res.json():
 | 
				
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            return res.json()["data"]
 | 
					            return res.json()['data']
 | 
				
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        else:
 | 
					        else:
 | 
				
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            log.error(f'Error making request to {api_url} -> {res.json()["msg"]}')
 | 
					            log.error(f'Error making request to {api_url} -> {res.json()["msg"]}')
 | 
				
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            return res.json()["msg"]
 | 
					            return res.json()['msg']
 | 
				
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 | 
					
 | 
				
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    async def _get_ws_token(
 | 
					    async def _get_ws_token(self, private: bool = False) -> tuple[str, int] | None:
 | 
				
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        self,
 | 
					 | 
				
			||||||
        private: bool = False
 | 
					 | 
				
			||||||
    ) -> tuple[str, int] | None:
 | 
					 | 
				
			||||||
        '''
 | 
					        '''
 | 
				
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        Fetch ws token needed for sub access
 | 
					        Fetch ws token needed for sub access
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        '''
 | 
					        '''
 | 
				
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        token_type = "private" if private else "public"
 | 
					        token_type = 'private' if private else 'public'
 | 
				
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        data: dict[str, Any] | None = await self._request(
 | 
					        data: dict[str, Any] | None = await self._request(
 | 
				
			||||||
            "POST",
 | 
					            'POST', f'/bullet-{token_type}', 'v1'
 | 
				
			||||||
            f"/bullet-{token_type}",
 | 
					 | 
				
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            "v1"
 | 
					 | 
				
			||||||
        )
 | 
					        )
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        if data and "token" in data:
 | 
					        if data and 'token' in data:
 | 
				
			||||||
            ping_interval: int = data["instanceServers"][0]["pingInterval"]
 | 
					            ping_interval: int = data['instanceServers'][0]['pingInterval']
 | 
				
			||||||
            return data["token"], ping_interval
 | 
					            return data['token'], ping_interval
 | 
				
			||||||
        elif data:
 | 
					        elif data:
 | 
				
			||||||
            log.error(
 | 
					            log.error(
 | 
				
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                f'Error making request for Kucoin ws token -> {data.json()["msg"]}'
 | 
					                f'Error making request for Kucoin ws token -> {data.json()["msg"]}'
 | 
				
			||||||
| 
						 | 
					@ -264,8 +271,10 @@ class Client:
 | 
				
			||||||
        if self._pairs:
 | 
					        if self._pairs:
 | 
				
			||||||
            return self._pairs
 | 
					            return self._pairs
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        entries = await self._request("GET", "/symbols")
 | 
					        entries = await self._request('GET', '/symbols')
 | 
				
			||||||
        syms = {item["name"]: KucoinMktPair(**item) for item in entries}
 | 
					        syms = {item['name']: KucoinMktPair(**item) for item in entries}
 | 
				
			||||||
 | 
					
 | 
				
			||||||
 | 
					        log.info('Kucoin market pairs fetches')
 | 
				
			||||||
        return syms
 | 
					        return syms
 | 
				
			||||||
 | 
					
 | 
				
			||||||
    async def cache_pairs(
 | 
					    async def cache_pairs(
 | 
				
			||||||
| 
						 | 
					@ -285,14 +294,14 @@ class Client:
 | 
				
			||||||
    def _normalize_pairs(
 | 
					    def _normalize_pairs(
 | 
				
			||||||
        self, pairs: dict[str, KucoinMktPair]
 | 
					        self, pairs: dict[str, KucoinMktPair]
 | 
				
			||||||
    ) -> dict[str, KucoinMktPair]:
 | 
					    ) -> dict[str, KucoinMktPair]:
 | 
				
			||||||
        """
 | 
					        '''
 | 
				
			||||||
        Map kucoin pairs to fqsn strings
 | 
					        Map kucoin pairs to fqsn strings
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        """
 | 
					        '''
 | 
				
			||||||
        norm_pairs = {}
 | 
					        norm_pairs = {}
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        for key, value in pairs.items():
 | 
					        for key, value in pairs.items():
 | 
				
			||||||
            fqsn = key.lower().replace("-", "")
 | 
					            fqsn = key.lower().replace('-', '')
 | 
				
			||||||
            norm_pairs[fqsn] = value
 | 
					            norm_pairs[fqsn] = value
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        return norm_pairs
 | 
					        return norm_pairs
 | 
				
			||||||
| 
						 | 
					@ -309,7 +318,7 @@ class Client:
 | 
				
			||||||
        return {kucoin_sym_to_fqsn(item[0].name): item[0] for item in matches}
 | 
					        return {kucoin_sym_to_fqsn(item[0].name): item[0] for item in matches}
 | 
				
			||||||
 | 
					
 | 
				
			||||||
    async def last_trades(self, sym: str) -> list[AccountTrade]:
 | 
					    async def last_trades(self, sym: str) -> list[AccountTrade]:
 | 
				
			||||||
        trades = await self._request("GET", f"/accounts/ledgers?currency={sym}", "v1")
 | 
					        trades = await self._request('GET', f'/accounts/ledgers?currency={sym}', 'v1')
 | 
				
			||||||
        trades = AccountResponse(**trades)
 | 
					        trades = AccountResponse(**trades)
 | 
				
			||||||
        return trades.items
 | 
					        return trades.items
 | 
				
			||||||
 | 
					
 | 
				
			||||||
| 
						 | 
					@ -320,38 +329,38 @@ class Client:
 | 
				
			||||||
        end_dt: Optional[datetime] = None,
 | 
					        end_dt: Optional[datetime] = None,
 | 
				
			||||||
        limit: int = 1000,
 | 
					        limit: int = 1000,
 | 
				
			||||||
        as_np: bool = True,
 | 
					        as_np: bool = True,
 | 
				
			||||||
        type: str = "1min",
 | 
					        type: str = '1min',
 | 
				
			||||||
    ) -> np.ndarray:
 | 
					    ) -> np.ndarray:
 | 
				
			||||||
        '''
 | 
					        '''
 | 
				
			||||||
        Get OHLC data and convert to numpy array for perffff
 | 
					        Get OHLC data and convert to numpy array for perffff
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        '''
 | 
					        '''
 | 
				
			||||||
        # Generate generic end and start time if values not passed
 | 
					        # Generate generic end and start time if values not passed
 | 
				
			||||||
 | 
					        # Currently gives us 12hrs of data
 | 
				
			||||||
        if end_dt is None:
 | 
					        if end_dt is None:
 | 
				
			||||||
            end_dt = pendulum.now("UTC").add(minutes=1)
 | 
					            end_dt = pendulum.now('UTC').add(minutes=1)
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        if start_dt is None:
 | 
					        if start_dt is None:
 | 
				
			||||||
            start_dt = end_dt.start_of("minute").subtract(minutes=limit)
 | 
					            start_dt = end_dt.start_of('minute').subtract(minutes=limit)
 | 
				
			||||||
 | 
					
 | 
				
			||||||
 | 
					        start_dt = int(start_dt.timestamp())
 | 
				
			||||||
 | 
					        end_dt = int(end_dt.timestamp())
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        # Format datetime to unix timestamp
 | 
					 | 
				
			||||||
        start_dt = math.trunc(time.mktime(start_dt.timetuple()))
 | 
					 | 
				
			||||||
        end_dt = math.trunc(time.mktime(end_dt.timetuple()))
 | 
					 | 
				
			||||||
        kucoin_sym = fqsn_to_kucoin_sym(fqsn, self._pairs)
 | 
					        kucoin_sym = fqsn_to_kucoin_sym(fqsn, self._pairs)
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        url = f"/market/candles?type={type}&symbol={kucoin_sym}&startAt={start_dt}&endAt={end_dt}"
 | 
					        url = f'/market/candles?type={type}&symbol={kucoin_sym}&startAt={start_dt}&endAt={end_dt}'
 | 
				
			||||||
        bars = []
 | 
					        bars = []
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        for i in range(10):
 | 
					        for i in range(10):
 | 
				
			||||||
 | 
					 | 
				
			||||||
            data = await self._request(
 | 
					            data = await self._request(
 | 
				
			||||||
                "GET",
 | 
					                'GET',
 | 
				
			||||||
                url,
 | 
					                url,
 | 
				
			||||||
                api_v="v1",
 | 
					                api_v='v1',
 | 
				
			||||||
            )
 | 
					            )
 | 
				
			||||||
 | 
					
 | 
				
			||||||
            if not isinstance(data, list):
 | 
					            if not isinstance(data, list):
 | 
				
			||||||
                # Do a gradual backoff if Kucoin is rate limiting us
 | 
					                # Do a gradual backoff if Kucoin is rate limiting us
 | 
				
			||||||
                backoff_interval = i + (randint(0, 1000) / 1000)
 | 
					                backoff_interval = i
 | 
				
			||||||
                log.warn(f'History call failed, backing off for {backoff_interval}s')
 | 
					                log.warn(f'History call failed, backing off for {backoff_interval}s')
 | 
				
			||||||
                await trio.sleep(backoff_interval)
 | 
					                await trio.sleep(backoff_interval)
 | 
				
			||||||
            else:
 | 
					            else:
 | 
				
			||||||
| 
						 | 
					@ -361,53 +370,47 @@ class Client:
 | 
				
			||||||
        # Map to OHLC values to dict then to np array
 | 
					        # Map to OHLC values to dict then to np array
 | 
				
			||||||
        new_bars = []
 | 
					        new_bars = []
 | 
				
			||||||
        for i, bar in enumerate(bars[::-1]):
 | 
					        for i, bar in enumerate(bars[::-1]):
 | 
				
			||||||
 | 
					 | 
				
			||||||
            data = {
 | 
					            data = {
 | 
				
			||||||
                "index": i,
 | 
					                'index': i,
 | 
				
			||||||
                "time": bar[0],
 | 
					                'time': bar[0],
 | 
				
			||||||
                "open": bar[1],
 | 
					                'open': bar[1],
 | 
				
			||||||
                "close": bar[2],
 | 
					                'close': bar[2],
 | 
				
			||||||
                "high": bar[3],
 | 
					                'high': bar[3],
 | 
				
			||||||
                "low": bar[4],
 | 
					                'low': bar[4],
 | 
				
			||||||
                "volume": bar[5],
 | 
					                'volume': bar[5],
 | 
				
			||||||
                "amount": bar[6],
 | 
					                'amount': bar[6],
 | 
				
			||||||
                "bar_wap": 0.0,
 | 
					                'bar_wap': 0.0,
 | 
				
			||||||
            }
 | 
					            }
 | 
				
			||||||
 | 
					
 | 
				
			||||||
            row = []
 | 
					            row = []
 | 
				
			||||||
            for j, (field_name, field_type) in enumerate(_ohlc_dtype):
 | 
					            for _, (field_name, field_type) in enumerate(_ohlc_dtype):
 | 
				
			||||||
 | 
					 | 
				
			||||||
                value = data[field_name]
 | 
					                value = data[field_name]
 | 
				
			||||||
 | 
					
 | 
				
			||||||
                match field_name:
 | 
					                match field_name:
 | 
				
			||||||
                    case "index" | "time":
 | 
					                    case 'index':
 | 
				
			||||||
                        row.append(int(value))
 | 
					                        row.append(int(value))
 | 
				
			||||||
 | 
					                    case 'time':
 | 
				
			||||||
 | 
					                        row.append(value)
 | 
				
			||||||
                    case _:
 | 
					                    case _:
 | 
				
			||||||
                        row.append(float(value))
 | 
					                        row.append(float(value))
 | 
				
			||||||
 | 
					
 | 
				
			||||||
            new_bars.append(tuple(row))
 | 
					            new_bars.append(tuple(row))
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        self._bars = array = np.array(new_bars, dtype=_ohlc_dtype) if as_np else bars
 | 
					        array = np.array(new_bars, dtype=_ohlc_dtype) if as_np else bars
 | 
				
			||||||
        return array
 | 
					        return array
 | 
				
			||||||
 | 
					
 | 
				
			||||||
 | 
					
 | 
				
			||||||
def fqsn_to_kucoin_sym(
 | 
					def fqsn_to_kucoin_sym(fqsn: str, pairs: dict[str, KucoinMktPair]) -> str:
 | 
				
			||||||
    fqsn: str,
 | 
					 | 
				
			||||||
    pairs: dict[str, KucoinMktPair]
 | 
					 | 
				
			||||||
 | 
					 | 
				
			||||||
 | 
					 | 
				
			||||||
) -> str:
 | 
					 | 
				
			||||||
    pair_data = pairs[fqsn]
 | 
					    pair_data = pairs[fqsn]
 | 
				
			||||||
    return pair_data.baseCurrency + "-" + pair_data.quoteCurrency
 | 
					    return pair_data.baseCurrency + '-' + pair_data.quoteCurrency
 | 
				
			||||||
 | 
					
 | 
				
			||||||
 | 
					
 | 
				
			||||||
def kucoin_sym_to_fqsn(sym: str) -> str:
 | 
					def kucoin_sym_to_fqsn(sym: str) -> str:
 | 
				
			||||||
    return sym.lower().replace("-", "")
 | 
					    return sym.lower().replace('-', '')
 | 
				
			||||||
 | 
					
 | 
				
			||||||
 | 
					
 | 
				
			||||||
@acm
 | 
					@acm
 | 
				
			||||||
async def get_client() -> AsyncGenerator[Client, None]:
 | 
					async def get_client() -> AsyncGenerator[Client, None]:
 | 
				
			||||||
 | 
					 | 
				
			||||||
    client = Client()
 | 
					    client = Client()
 | 
				
			||||||
    await client.cache_pairs()
 | 
					    await client.cache_pairs()
 | 
				
			||||||
 | 
					
 | 
				
			||||||
| 
						 | 
					@ -418,7 +421,7 @@ async def get_client() -> AsyncGenerator[Client, None]:
 | 
				
			||||||
async def open_symbol_search(
 | 
					async def open_symbol_search(
 | 
				
			||||||
    ctx: tractor.Context,
 | 
					    ctx: tractor.Context,
 | 
				
			||||||
) -> None:
 | 
					) -> None:
 | 
				
			||||||
    async with open_cached_client("kucoin") as client:
 | 
					    async with open_cached_client('kucoin') as client:
 | 
				
			||||||
        # load all symbols locally for fast search
 | 
					        # load all symbols locally for fast search
 | 
				
			||||||
        await client.cache_pairs()
 | 
					        await client.cache_pairs()
 | 
				
			||||||
        await ctx.started()
 | 
					        await ctx.started()
 | 
				
			||||||
| 
						 | 
					@ -426,6 +429,7 @@ async def open_symbol_search(
 | 
				
			||||||
        async with ctx.open_stream() as stream:
 | 
					        async with ctx.open_stream() as stream:
 | 
				
			||||||
            async for pattern in stream:
 | 
					            async for pattern in stream:
 | 
				
			||||||
                await stream.send(await client.search_symbols(pattern))
 | 
					                await stream.send(await client.search_symbols(pattern))
 | 
				
			||||||
 | 
					                log.info('Kucoin symbol search opened')
 | 
				
			||||||
 | 
					
 | 
				
			||||||
 | 
					
 | 
				
			||||||
async def stream_quotes(
 | 
					async def stream_quotes(
 | 
				
			||||||
| 
						 | 
					@ -443,11 +447,10 @@ async def stream_quotes(
 | 
				
			||||||
    '''
 | 
					    '''
 | 
				
			||||||
    connect_id = str(uuid4())
 | 
					    connect_id = str(uuid4())
 | 
				
			||||||
 | 
					
 | 
				
			||||||
    async with open_cached_client("kucoin") as client:
 | 
					    async with open_cached_client('kucoin') as client:
 | 
				
			||||||
 | 
					        log.info('Starting up quote stream')
 | 
				
			||||||
        # loop through symbols and sub to feedz
 | 
					        # loop through symbols and sub to feedz
 | 
				
			||||||
        for sym in symbols:
 | 
					        for sym in symbols:
 | 
				
			||||||
 | 
					 | 
				
			||||||
            token, ping_interval = await client._get_ws_token()
 | 
					            token, ping_interval = await client._get_ws_token()
 | 
				
			||||||
            pairs = await client.cache_pairs()
 | 
					            pairs = await client.cache_pairs()
 | 
				
			||||||
            kucoin_sym = pairs[sym].symbol
 | 
					            kucoin_sym = pairs[sym].symbol
 | 
				
			||||||
| 
						 | 
					@ -456,19 +459,18 @@ async def stream_quotes(
 | 
				
			||||||
                # pass back token, and bool, signalling if we're the writer
 | 
					                # pass back token, and bool, signalling if we're the writer
 | 
				
			||||||
                # and that history has been written
 | 
					                # and that history has been written
 | 
				
			||||||
                sym: {
 | 
					                sym: {
 | 
				
			||||||
                    "symbol_info": {
 | 
					                    'symbol_info': {
 | 
				
			||||||
                        "asset_type": "crypto",
 | 
					                        'asset_type': 'crypto',
 | 
				
			||||||
                        "price_tick_size": 0.0005,
 | 
					                        'price_tick_size': 0.0005,
 | 
				
			||||||
                        "lot_tick_size": 0.1,
 | 
					                        'lot_tick_size': 0.1,
 | 
				
			||||||
                    },
 | 
					                    },
 | 
				
			||||||
                    "shm_write_opts": {"sum_tick_vml": False},
 | 
					                    'shm_write_opts': {'sum_tick_vml': False},
 | 
				
			||||||
                    "fqsn": sym,
 | 
					                    'fqsn': sym,
 | 
				
			||||||
                },
 | 
					                },
 | 
				
			||||||
            }
 | 
					            }
 | 
				
			||||||
 | 
					
 | 
				
			||||||
            @acm
 | 
					            @acm
 | 
				
			||||||
            async def subscribe(ws: wsproto.WSConnection):
 | 
					            async def subscribe(ws: wsproto.WSConnection):
 | 
				
			||||||
 | 
					 | 
				
			||||||
                @acm
 | 
					                @acm
 | 
				
			||||||
                async def open_ping_task(ws: wsproto.WSConnection):
 | 
					                async def open_ping_task(ws: wsproto.WSConnection):
 | 
				
			||||||
                    '''
 | 
					                    '''
 | 
				
			||||||
| 
						 | 
					@ -478,12 +480,13 @@ async def stream_quotes(
 | 
				
			||||||
 | 
					
 | 
				
			||||||
                    '''
 | 
					                    '''
 | 
				
			||||||
                    async with trio.open_nursery() as n:
 | 
					                    async with trio.open_nursery() as n:
 | 
				
			||||||
 | 
					                        # TODO: cache this task so it's only called once
 | 
				
			||||||
                        async def ping_server():
 | 
					                        async def ping_server():
 | 
				
			||||||
                            while True:
 | 
					                            while True:
 | 
				
			||||||
                                await trio.sleep((ping_interval - 1000) / 1000)
 | 
					                                await trio.sleep((ping_interval - 1000) / 1000)
 | 
				
			||||||
                                await ws.send_msg({"id": connect_id, "type": "ping"})
 | 
					                                await ws.send_msg({'id': connect_id, 'type': 'ping'})
 | 
				
			||||||
 | 
					
 | 
				
			||||||
 | 
					                        log.info(f'Starting ping task for {sym}')
 | 
				
			||||||
                        n.start_soon(ping_server)
 | 
					                        n.start_soon(ping_server)
 | 
				
			||||||
 | 
					
 | 
				
			||||||
                        yield ws
 | 
					                        yield ws
 | 
				
			||||||
| 
						 | 
					@ -492,32 +495,37 @@ async def stream_quotes(
 | 
				
			||||||
 | 
					
 | 
				
			||||||
                # Spawn the ping task here
 | 
					                # Spawn the ping task here
 | 
				
			||||||
                async with open_ping_task(ws) as ws:
 | 
					                async with open_ping_task(ws) as ws:
 | 
				
			||||||
                    # subscribe to market feedz here
 | 
					                    tasks = []
 | 
				
			||||||
                    l1_sub = make_sub(kucoin_sym, connect_id)
 | 
					                    tasks.append(make_sub(kucoin_sym, connect_id, level='l3'))
 | 
				
			||||||
                    await ws.send_msg(l1_sub)
 | 
					                    tasks.append(make_sub(kucoin_sym, connect_id, level='l1'))
 | 
				
			||||||
 | 
					
 | 
				
			||||||
 | 
					                    for task in tasks:
 | 
				
			||||||
 | 
					                        log.info(f'Subscribing to {task["topic"]} feed for {sym}')
 | 
				
			||||||
 | 
					                        await ws.send_msg(task)
 | 
				
			||||||
 | 
					
 | 
				
			||||||
                    yield
 | 
					                    yield
 | 
				
			||||||
 | 
					
 | 
				
			||||||
                    # unsub
 | 
					                    # unsub
 | 
				
			||||||
                    if ws.connected():
 | 
					                    if ws.connected():
 | 
				
			||||||
 | 
					                        log.info(f'Unsubscribing to {kucoin_sym} feed')
 | 
				
			||||||
                        await ws.send_msg(
 | 
					                        await ws.send_msg(
 | 
				
			||||||
                            {
 | 
					                            {
 | 
				
			||||||
                                "id": connect_id,
 | 
					                                'id': connect_id,
 | 
				
			||||||
                                "type": "unsubscribe",
 | 
					                                'type': 'unsubscribe',
 | 
				
			||||||
                                "topic": f"/market/ticker:{sym}",
 | 
					                                'topic': f'/market/ticker:{sym}',
 | 
				
			||||||
                                "privateChannel": False,
 | 
					                                'privateChannel': False,
 | 
				
			||||||
                                "response": True,
 | 
					                                'response': True,
 | 
				
			||||||
                            }
 | 
					                            }
 | 
				
			||||||
                        )
 | 
					                        )
 | 
				
			||||||
 | 
					
 | 
				
			||||||
            async with open_autorecon_ws(
 | 
					            async with open_autorecon_ws(
 | 
				
			||||||
                f"wss://ws-api-spot.kucoin.com/?token={token}&[connectId={connect_id}]",
 | 
					                f'wss://ws-api-spot.kucoin.com/?token={token}&[connectId={connect_id}]',
 | 
				
			||||||
                fixture=subscribe,
 | 
					                fixture=subscribe,
 | 
				
			||||||
            ) as ws:
 | 
					            ) as ws:
 | 
				
			||||||
                msg_gen = stream_messages(ws, sym)
 | 
					                msg_gen = stream_messages(ws, sym)
 | 
				
			||||||
                typ, quote = await msg_gen.__anext__()
 | 
					                typ, quote = await msg_gen.__anext__()
 | 
				
			||||||
                #
 | 
					
 | 
				
			||||||
                while typ != "trade":
 | 
					                while typ != 'trade':
 | 
				
			||||||
                    # TODO: use ``anext()`` when it lands in 3.10!
 | 
					                    # TODO: use ``anext()`` when it lands in 3.10!
 | 
				
			||||||
                    typ, quote = await msg_gen.__anext__()
 | 
					                    typ, quote = await msg_gen.__anext__()
 | 
				
			||||||
 | 
					
 | 
				
			||||||
| 
						 | 
					@ -528,22 +536,30 @@ async def stream_quotes(
 | 
				
			||||||
                    await send_chan.send({sym: msg})
 | 
					                    await send_chan.send({sym: msg})
 | 
				
			||||||
 | 
					
 | 
				
			||||||
 | 
					
 | 
				
			||||||
def make_sub(sym, connect_id) -> dict[str, str | bool]:
 | 
					def make_sub(sym, connect_id, level='l1') -> dict[str, str | bool]:
 | 
				
			||||||
 | 
					    match level:
 | 
				
			||||||
 | 
					        case 'l1':
 | 
				
			||||||
            return {
 | 
					            return {
 | 
				
			||||||
        "id": connect_id,
 | 
					                'id': connect_id,
 | 
				
			||||||
        "type": "subscribe",
 | 
					                'type': 'subscribe',
 | 
				
			||||||
        "topic": f"/market/ticker:{sym}",
 | 
					                'topic': f'/spotMarket/level2Depth5:{sym}',
 | 
				
			||||||
        "privateChannel": False,
 | 
					                'privateChannel': False,
 | 
				
			||||||
        "response": True,
 | 
					                'response': True,
 | 
				
			||||||
 | 
					            }
 | 
				
			||||||
 | 
					
 | 
				
			||||||
 | 
					        case 'l3':
 | 
				
			||||||
 | 
					            return {
 | 
				
			||||||
 | 
					                'id': connect_id,
 | 
				
			||||||
 | 
					                'type': 'subscribe',
 | 
				
			||||||
 | 
					                'topic': f'/market/ticker:{sym}',
 | 
				
			||||||
 | 
					                'privateChannel': False,
 | 
				
			||||||
 | 
					                'response': True,
 | 
				
			||||||
            }
 | 
					            }
 | 
				
			||||||
 | 
					
 | 
				
			||||||
 | 
					
 | 
				
			||||||
async def stream_messages(
 | 
					async def stream_messages(ws: NoBsWs, sym: str) -> AsyncGenerator[NoBsWs, dict]:
 | 
				
			||||||
    ws: NoBsWs,
 | 
					 | 
				
			||||||
    sym: str
 | 
					 | 
				
			||||||
) -> AsyncGenerator[NoBsWs, dict]:
 | 
					 | 
				
			||||||
 | 
					 | 
				
			||||||
    timeouts = 0
 | 
					    timeouts = 0
 | 
				
			||||||
 | 
					    last_ts: int = 0
 | 
				
			||||||
 | 
					
 | 
				
			||||||
    while True:
 | 
					    while True:
 | 
				
			||||||
        with trio.move_on_after(3) as cs:
 | 
					        with trio.move_on_after(3) as cs:
 | 
				
			||||||
| 
						 | 
					@ -551,52 +567,84 @@ async def stream_messages(
 | 
				
			||||||
        if cs.cancelled_caught:
 | 
					        if cs.cancelled_caught:
 | 
				
			||||||
            timeouts += 1
 | 
					            timeouts += 1
 | 
				
			||||||
            if timeouts > 2:
 | 
					            if timeouts > 2:
 | 
				
			||||||
                log.error("kucoin feed is sh**ing the bed... rebooting...")
 | 
					                log.error('kucoin feed is sh**ing the bed... rebooting...')
 | 
				
			||||||
                await ws._connect()
 | 
					                await ws._connect()
 | 
				
			||||||
 | 
					
 | 
				
			||||||
            continue
 | 
					            continue
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        if "subject" in msg and msg["subject"] == "trade.ticker":
 | 
					        if msg.get('subject'):
 | 
				
			||||||
 | 
					            msg = KucoinMsg(**msg)
 | 
				
			||||||
 | 
					
 | 
				
			||||||
            trade_msg = KucoinTradeMsg(**msg)
 | 
					            match msg.subject:
 | 
				
			||||||
            trade_data = KucoinTrade(**trade_msg.data)
 | 
					                case 'trade.ticker':
 | 
				
			||||||
 | 
					                    trade_data = KucoinTrade(**msg.data)
 | 
				
			||||||
 | 
					                    ts = trade_data.time
 | 
				
			||||||
 | 
					                    if ts <= last_ts:
 | 
				
			||||||
 | 
					                        continue
 | 
				
			||||||
 | 
					
 | 
				
			||||||
            yield "trade", {
 | 
					                    last_ts = ts
 | 
				
			||||||
                "symbol": sym,
 | 
					                    yield 'trade', {
 | 
				
			||||||
                "last": trade_data.price,
 | 
					                        'symbol': sym,
 | 
				
			||||||
                "brokerd_ts": trade_data.time,
 | 
					                        'last': trade_data.price,
 | 
				
			||||||
                "ticks": [
 | 
					                        'brokerd_ts': trade_data.time,
 | 
				
			||||||
 | 
					                        'ticks': [
 | 
				
			||||||
                            {
 | 
					                            {
 | 
				
			||||||
                        "type": "trade",
 | 
					                                'type': 'trade',
 | 
				
			||||||
                        "price": float(trade_data.price),
 | 
					                                'price': float(trade_data.price),
 | 
				
			||||||
                        "size": float(trade_data.size),
 | 
					                                'size': float(trade_data.size),
 | 
				
			||||||
                        "broker_ts": trade_data.time,
 | 
					                                'broker_ts': ts,
 | 
				
			||||||
                            }
 | 
					                            }
 | 
				
			||||||
                        ],
 | 
					                        ],
 | 
				
			||||||
                    }
 | 
					                    }
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        else:
 | 
					                case 'level2':
 | 
				
			||||||
            continue
 | 
					                    l2_data = KucoinL2(**msg.data)
 | 
				
			||||||
 | 
					                    first_ask = l2_data.asks[0]
 | 
				
			||||||
 | 
					                    first_bid = l2_data.bids[0]
 | 
				
			||||||
 | 
					                    yield 'l1', {
 | 
				
			||||||
 | 
					                        'symbol': sym,
 | 
				
			||||||
 | 
					                        'ticks': [
 | 
				
			||||||
 | 
					                            {
 | 
				
			||||||
 | 
					                                'type': 'bid',
 | 
				
			||||||
 | 
					                                'price': float(first_bid[0]),
 | 
				
			||||||
 | 
					                                'size': float(first_bid[1]),
 | 
				
			||||||
 | 
					                            },
 | 
				
			||||||
 | 
					                            {
 | 
				
			||||||
 | 
					                                'type': 'bsize',
 | 
				
			||||||
 | 
					                                'price': float(first_bid[0]),
 | 
				
			||||||
 | 
					                                'size': float(first_bid[1]),
 | 
				
			||||||
 | 
					                            },
 | 
				
			||||||
 | 
					                            {
 | 
				
			||||||
 | 
					                                'type': 'ask',
 | 
				
			||||||
 | 
					                                'price': float(first_ask[0]),
 | 
				
			||||||
 | 
					                                'size': float(first_ask[1]),
 | 
				
			||||||
 | 
					                            },
 | 
				
			||||||
 | 
					                            {
 | 
				
			||||||
 | 
					                                'type': 'asize',
 | 
				
			||||||
 | 
					                                'price': float(first_ask[0]),
 | 
				
			||||||
 | 
					                                'size': float(first_ask[1]),
 | 
				
			||||||
 | 
					                            },
 | 
				
			||||||
 | 
					                        ],
 | 
				
			||||||
 | 
					                    }
 | 
				
			||||||
 | 
					
 | 
				
			||||||
 | 
					
 | 
				
			||||||
@acm
 | 
					@acm
 | 
				
			||||||
async def open_history_client(
 | 
					async def open_history_client(
 | 
				
			||||||
    symbol: str,
 | 
					    symbol: str,
 | 
				
			||||||
    type: str = "1m",
 | 
					    type: str = '1m',
 | 
				
			||||||
) -> AsyncGenerator[Callable, None]:
 | 
					) -> AsyncGenerator[Callable, None]:
 | 
				
			||||||
    async with open_cached_client("kucoin") as client:
 | 
					    async with open_cached_client('kucoin') as client:
 | 
				
			||||||
        log.info("Attempting to open kucoin history client")
 | 
					
 | 
				
			||||||
 | 
					        log.info('Attempting to open kucoin history client')
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        async def get_ohlc_history(
 | 
					        async def get_ohlc_history(
 | 
				
			||||||
 | 
					 | 
				
			||||||
            timeframe: float,
 | 
					            timeframe: float,
 | 
				
			||||||
            end_dt: datetime | None = None,
 | 
					            end_dt: datetime | None = None,
 | 
				
			||||||
            start_dt: datetime | None = None,
 | 
					            start_dt: datetime | None = None,
 | 
				
			||||||
 | 
					 | 
				
			||||||
        ) -> tuple[np.ndarray, datetime | None, datetime | None]:  # start  # end
 | 
					        ) -> tuple[np.ndarray, datetime | None, datetime | None]:  # start  # end
 | 
				
			||||||
 | 
					
 | 
				
			||||||
            if timeframe != 60:
 | 
					            if timeframe != 60:
 | 
				
			||||||
                raise DataUnavailable("Only 1m bars are supported")
 | 
					                raise DataUnavailable('Only 1m bars are supported')
 | 
				
			||||||
 | 
					
 | 
				
			||||||
            array = await client._get_bars(
 | 
					            array = await client._get_bars(
 | 
				
			||||||
                symbol,
 | 
					                symbol,
 | 
				
			||||||
| 
						 | 
					@ -604,14 +652,13 @@ async def open_history_client(
 | 
				
			||||||
                end_dt=end_dt,
 | 
					                end_dt=end_dt,
 | 
				
			||||||
            )
 | 
					            )
 | 
				
			||||||
 | 
					
 | 
				
			||||||
            times = array["time"]
 | 
					            times = array['time']
 | 
				
			||||||
 | 
					
 | 
				
			||||||
            if end_dt is None:
 | 
					            if end_dt is None:
 | 
				
			||||||
 | 
					 | 
				
			||||||
                inow = round(time.time())
 | 
					                inow = round(time.time())
 | 
				
			||||||
 | 
					
 | 
				
			||||||
                print(
 | 
					                print(
 | 
				
			||||||
                    f"difference in time between load and processing {inow - times[-1]}"
 | 
					                    f'difference in time between load and processing {inow - times[-1]}'
 | 
				
			||||||
                )
 | 
					                )
 | 
				
			||||||
 | 
					
 | 
				
			||||||
                if (inow - times[-1]) > 60:
 | 
					                if (inow - times[-1]) > 60:
 | 
				
			||||||
| 
						 | 
					@ -619,6 +666,9 @@ async def open_history_client(
 | 
				
			||||||
 | 
					
 | 
				
			||||||
            start_dt = pendulum.from_timestamp(times[0])
 | 
					            start_dt = pendulum.from_timestamp(times[0])
 | 
				
			||||||
            end_dt = pendulum.from_timestamp(times[-1])
 | 
					            end_dt = pendulum.from_timestamp(times[-1])
 | 
				
			||||||
 | 
					
 | 
				
			||||||
 | 
					            log.info('History succesfully fetched baby')
 | 
				
			||||||
 | 
					
 | 
				
			||||||
            return array, start_dt, end_dt
 | 
					            return array, start_dt, end_dt
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        yield get_ohlc_history, {"erlangs": 3, "rate": 3}
 | 
					        yield get_ohlc_history, {}
 | 
				
			||||||
| 
						 | 
					
 | 
				
			||||||
		Loading…
	
		Reference in New Issue