piker/piker/brokers/deribit/api.py

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# piker: trading gear for hackers
# Copyright (C) Guillermo Rodriguez (in stewardship for piker0)
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU Affero General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU Affero General Public License for more details.
# You should have received a copy of the GNU Affero General Public License
# along with this program. If not, see <https://www.gnu.org/licenses/>.
'''
Deribit backend.
'''
import asyncio
from collections import ChainMap
from contextlib import (
asynccontextmanager as acm,
)
from datetime import datetime
from decimal import (
Decimal,
)
from functools import partial
import time
from typing import (
Any,
Optional,
Callable,
)
from pendulum import now
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import trio
from trio_typing import TaskStatus
from rapidfuzz import process as fuzzy
import numpy as np
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from tractor.trionics import (
broadcast_receiver,
maybe_open_context
)
from tractor import to_asyncio
# XXX WOOPS XD
# yeah you'll need to install it since it was removed in #489 by
# accident; well i thought we had removed all usage..
from cryptofeed import FeedHandler
from cryptofeed.defines import (
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DERIBIT,
L1_BOOK, TRADES,
OPTION, CALL, PUT
)
from cryptofeed.symbols import Symbol
# types for managing the cb callbacks.
# from cryptofeed.types import L1Book
from .venues import (
_ws_url,
MarketType,
PAIRTYPES,
Pair,
OptionPair,
JSONRPCResult,
JSONRPCChannel,
KLinesResult,
Trade,
LastTradesResult,
)
from piker.accounting import (
Asset,
digits_to_dec,
MktPair,
)
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from piker.data import (
def_iohlcv_fields,
match_from_pairs,
Struct,
)
from piker.data._web_bs import (
open_jsonrpc_session
)
from piker import config
from piker.log import get_logger
log = get_logger(__name__)
_spawn_kwargs = {
'infect_asyncio': True,
}
# convert datetime obj timestamp to unixtime in milliseconds
def deribit_timestamp(when):
return int((when.timestamp() * 1000) + (when.microsecond / 1000))
def str_to_cb_sym(name: str) -> Symbol:
base, strike_price, expiry_date, option_type = name.split('-')
quote = base
if option_type == 'put':
option_type = PUT
elif option_type == 'call':
option_type = CALL
else:
raise Exception("Couldn\'t parse option type")
return Symbol(
base, quote,
type=OPTION,
strike_price=strike_price,
option_type=option_type,
expiry_date=expiry_date,
expiry_normalize=False)
def piker_sym_to_cb_sym(name: str) -> Symbol:
base, expiry_date, strike_price, option_type = tuple(
name.upper().split('-'))
quote = base
if option_type == 'P':
option_type = PUT
elif option_type == 'C':
option_type = CALL
else:
raise Exception("Couldn\'t parse option type")
return Symbol(
base, quote,
type=OPTION,
strike_price=strike_price,
option_type=option_type,
expiry_date=expiry_date.upper())
def cb_sym_to_deribit_inst(sym: Symbol):
# cryptofeed normalized
cb_norm = ['F', 'G', 'H', 'J', 'K', 'M', 'N', 'Q', 'U', 'V', 'X', 'Z']
# deribit specific
months = ['JAN', 'FEB', 'MAR', 'APR', 'MAY', 'JUN', 'JUL', 'AUG', 'SEP', 'OCT', 'NOV', 'DEC']
exp = sym.expiry_date
# YYMDD
# 01234
year, month, day = (
exp[:2], months[cb_norm.index(exp[2:3])], exp[3:])
otype = 'C' if sym.option_type == CALL else 'P'
return f'{sym.base}-{day}{month}{year}-{sym.strike_price}-{otype}'
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def get_config() -> dict[str, Any]:
conf, path = config.load()
section = conf.get('deribit')
# TODO: document why we send this, basically because logging params for cryptofeed
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conf['log'] = {}
conf['log']['disabled'] = True
if section is None:
log.warning(f'No config section found for deribit in {path}')
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return conf
class Client:
def __init__(self, json_rpc: Callable) -> None:
self._pairs: dict[str, Any] = None
config = get_config().get('deribit', {})
if ('key_id' in config) and ('key_secret' in config):
self._key_id = config['key_id']
self._key_secret = config['key_secret']
else:
self._key_id = None
self._key_secret = None
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self.json_rpc = json_rpc
@property
def currencies(self):
return ['btc', 'eth', 'sol', 'usd']
async def get_balances(self, kind: str = 'option') -> dict[str, float]:
"""Return the set of positions for this account
by symbol.
"""
balances = {}
for currency in self.currencies:
resp = await self.json_rpc(
'private/get_positions', params={
'currency': currency.upper(),
'kind': kind})
balances[currency] = resp.result
return balances
async def get_assets(self) -> dict[str, float]:
"""Return the set of asset balances for this account
by symbol.
"""
balances = {}
for currency in self.currencies:
resp = await self.json_rpc(
'private/get_account_summary', params={
'currency': currency.upper()})
balances[currency] = resp.result['balance']
return balances
async def submit_limit(
self,
symbol: str,
price: float,
action: str,
size: float
) -> dict:
"""Place an order
"""
params = {
'instrument_name': symbol.upper(),
'amount': size,
'type': 'limit',
'price': price,
}
resp = await self.json_rpc(
f'private/{action}', params)
return resp.result
async def submit_cancel(self, oid: str):
"""Send cancel request for order id
"""
resp = await self.json_rpc(
'private/cancel', {'order_id': oid})
return resp.result
async def symbol_info(
self,
instrument: Optional[str] = None,
currency: str = 'btc', # BTC, ETH, SOL, USDC
kind: str = 'option',
expired: bool = False
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) -> dict[str, dict]:
'''
Get symbol infos.
'''
if self._pairs:
return self._pairs
# will retrieve all symbols by default
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params: dict[str, str] = {
'currency': currency.upper(),
'kind': kind,
'expired': str(expired).lower()
}
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resp: JSONRPCResult = await self.json_rpc(
'public/get_instruments',
params,
)
# convert to symbol-keyed table
results: list[dict] | None = resp.result
instruments: dict[str, dict] = {
item['instrument_name'].lower(): item
for item in results
}
if instrument is not None:
return instruments[instrument]
else:
return instruments
async def cache_symbols(
self,
) -> dict:
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if not self._pairs:
self._pairs = await self.symbol_info()
return self._pairs
async def search_symbols(
self,
pattern: str,
limit: int = 30,
) -> dict[str, Any]:
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'''
Fuzzy search symbology set for pairs matching `pattern`.
'''
pairs: dict[str, Any] = await self.symbol_info()
matches: dict[str, Pair] = match_from_pairs(
pairs=pairs,
query=pattern.upper(),
score_cutoff=35,
limit=limit
)
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# repack in name-keyed table
return {
pair['instrument_name'].lower(): pair
for pair in matches.values()
}
async def bars(
self,
symbol: str,
start_dt: Optional[datetime] = None,
end_dt: Optional[datetime] = None,
limit: int = 1000,
as_np: bool = True,
) -> dict:
instrument = symbol
if end_dt is None:
end_dt = pendulum.now('UTC')
if start_dt is None:
start_dt = end_dt.start_of(
'minute').subtract(minutes=limit)
start_time = deribit_timestamp(start_dt)
end_time = deribit_timestamp(end_dt)
# https://docs.deribit.com/#public-get_tradingview_chart_data
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resp = await self.json_rpc(
'public/get_tradingview_chart_data',
params={
'instrument_name': instrument.upper(),
'start_timestamp': start_time,
'end_timestamp': end_time,
'resolution': '1'
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})
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result = KLinesResult(**resp.result)
new_bars = []
for i in range(len(result.close)):
_open = result.open[i]
high = result.high[i]
low = result.low[i]
close = result.close[i]
volume = result.volume[i]
row = [
(start_time + (i * (60 * 1000))) / 1000.0, # time
result.open[i],
result.high[i],
result.low[i],
result.close[i],
result.volume[i],
0
]
new_bars.append((i,) + tuple(row))
array = np.array(new_bars, dtype=def_iohlcv_fields) if as_np else klines
return array
async def last_trades(
self,
instrument: str,
count: int = 10
):
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resp = await self.json_rpc(
'public/get_last_trades_by_instrument',
params={
'instrument_name': instrument,
'count': count
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})
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return LastTradesResult(**resp.result)
@acm
async def get_client(
is_brokercheck: bool = False
) -> Client:
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async with (
trio.open_nursery() as n,
open_jsonrpc_session(
_testnet_ws_url, dtype=JSONRPCResult) as json_rpc
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):
client = Client(json_rpc)
_refresh_token: Optional[str] = None
_access_token: Optional[str] = None
async def _auth_loop(
task_status: TaskStatus = trio.TASK_STATUS_IGNORED
):
"""Background task that adquires a first access token and then will
refresh the access token while the nursery isn't cancelled.
https://docs.deribit.com/?python#authentication-2
"""
renew_time = 10
access_scope = 'trade:read_write'
_expiry_time = time.time()
got_access = False
nonlocal _refresh_token
nonlocal _access_token
while True:
if time.time() - _expiry_time < renew_time:
# if we are close to token expiry time
if _refresh_token != None:
# if we have a refresh token already dont need to send
# secret
params = {
'grant_type': 'refresh_token',
'refresh_token': _refresh_token,
'scope': access_scope
}
else:
# we don't have refresh token, send secret to initialize
params = {
'grant_type': 'client_credentials',
'client_id': client._key_id,
'client_secret': client._key_secret,
'scope': access_scope
}
resp = await json_rpc('public/auth', params)
result = resp.result
_expiry_time = time.time() + result['expires_in']
_refresh_token = result['refresh_token']
if 'access_token' in result:
_access_token = result['access_token']
if not got_access:
# first time this loop runs we must indicate task is
# started, we have auth
got_access = True
task_status.started()
else:
await trio.sleep(renew_time / 2)
# if we have client creds launch auth loop
if client._key_id is not None:
await n.start(_auth_loop)
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await client.cache_symbols()
yield client
n.cancel_scope.cancel()
@acm
async def open_feed_handler():
fh = FeedHandler(config=get_config())
yield fh
await to_asyncio.run_task(fh.stop_async)
@acm
async def maybe_open_feed_handler() -> trio.abc.ReceiveStream:
async with maybe_open_context(
acm_func=open_feed_handler,
key='feedhandler',
) as (cache_hit, fh):
yield fh
async def aio_price_feed_relay(
fh: FeedHandler,
instrument: Symbol,
from_trio: asyncio.Queue,
to_trio: trio.abc.SendChannel,
) -> None:
async def _trade(data: dict, receipt_timestamp):
to_trio.send_nowait(('trade', {
'symbol': cb_sym_to_deribit_inst(
str_to_cb_sym(data.symbol)).lower(),
'last': data,
'broker_ts': time.time(),
'data': data.to_dict(),
'receipt': receipt_timestamp
}))
async def _l1(data: dict, receipt_timestamp):
to_trio.send_nowait(('l1', {
'symbol': cb_sym_to_deribit_inst(
str_to_cb_sym(data.symbol)).lower(),
'ticks': [
{'type': 'bid',
'price': float(data.bid_price), 'size': float(data.bid_size)},
{'type': 'bsize',
'price': float(data.bid_price), 'size': float(data.bid_size)},
{'type': 'ask',
'price': float(data.ask_price), 'size': float(data.ask_size)},
{'type': 'asize',
'price': float(data.ask_price), 'size': float(data.ask_size)}
]
}))
fh.add_feed(
DERIBIT,
channels=[TRADES, L1_BOOK],
symbols=[piker_sym_to_cb_sym(instrument)],
callbacks={
TRADES: _trade,
L1_BOOK: _l1
})
if not fh.running:
fh.run(
start_loop=False,
install_signal_handlers=False)
# sync with trio
to_trio.send_nowait(None)
await asyncio.sleep(float('inf'))
@acm
async def open_price_feed(
instrument: str
) -> trio.abc.ReceiveStream:
async with maybe_open_feed_handler() as fh:
async with to_asyncio.open_channel_from(
partial(
aio_price_feed_relay,
fh,
instrument
)
) as (first, chan):
yield chan
@acm
async def maybe_open_price_feed(
instrument: str
) -> trio.abc.ReceiveStream:
# TODO: add a predicate to maybe_open_context
async with maybe_open_context(
acm_func=open_price_feed,
kwargs={
'instrument': instrument
},
key=f'{instrument}-price',
) as (cache_hit, feed):
if cache_hit:
yield broadcast_receiver(feed, 10)
else:
yield feed
async def aio_order_feed_relay(
fh: FeedHandler,
instrument: Symbol,
from_trio: asyncio.Queue,
to_trio: trio.abc.SendChannel,
) -> None:
async def _fill(data: dict, receipt_timestamp):
breakpoint()
async def _order_info(data: dict, receipt_timestamp):
breakpoint()
fh.add_feed(
DERIBIT,
channels=[FILLS, ORDER_INFO],
symbols=[instrument.upper()],
callbacks={
FILLS: _fill,
ORDER_INFO: _order_info,
})
if not fh.running:
fh.run(
start_loop=False,
install_signal_handlers=False)
# sync with trio
to_trio.send_nowait(None)
await asyncio.sleep(float('inf'))
@acm
async def open_order_feed(
instrument: list[str]
) -> trio.abc.ReceiveStream:
async with maybe_open_feed_handler() as fh:
async with to_asyncio.open_channel_from(
partial(
aio_order_feed_relay,
fh,
instrument
)
) as (first, chan):
yield chan
@acm
async def maybe_open_order_feed(
instrument: str
) -> trio.abc.ReceiveStream:
# TODO: add a predicate to maybe_open_context
async with maybe_open_context(
acm_func=open_order_feed,
kwargs={
'instrument': instrument,
'fh': fh
},
key=f'{instrument}-order',
) as (cache_hit, feed):
if cache_hit:
yield broadcast_receiver(feed, 10)
else:
yield feed