piker/piker/brokers/deribit/feed.py

280 lines
7.4 KiB
Python

# 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.
'''
from contextlib import asynccontextmanager as acm
from datetime import datetime
from typing import Any, Optional, Callable
from pprint import pformat
import time
import trio
from trio_typing import TaskStatus
from pendulum import (
from_timestamp,
now,
)
from rapidfuzz import process as fuzzy
import numpy as np
import tractor
from piker.accounting import (
MktPair,
unpack_fqme,
)
from piker.brokers import (
open_cached_client,
NoData,
)
from piker._cacheables import (
async_lifo_cache,
)
from piker.log import get_logger, get_console_log
from piker.data import ShmArray
from piker.data.validate import FeedInit
from piker.brokers._util import (
BrokerError,
DataUnavailable,
)
from cryptofeed import FeedHandler
from cryptofeed.defines import (
DERIBIT, L1_BOOK, TRADES, OPTION, CALL, PUT
)
from cryptofeed.symbols import Symbol
from .api import (
Client, Trade,
get_config,
piker_sym_to_cb_sym, cb_sym_to_deribit_inst,
maybe_open_price_feed
)
from .venues import (
Pair,
OptionPair,
)
_spawn_kwargs = {
'infect_asyncio': True,
}
log = get_logger(__name__)
@acm
async def open_history_client(
mkt: MktPair,
) -> tuple[Callable, int]:
# TODO implement history getter for the new storage layer.
async with open_cached_client('deribit') as client:
async def get_ohlc(
timeframe: float,
end_dt: datetime | None = None,
start_dt: datetime | None = None,
) -> tuple[
np.ndarray,
datetime, # start
datetime, # end
]:
if timeframe != 60:
raise DataUnavailable('Only 1m bars are supported')
array: np.ndarray = await client.bars(
mkt,
start_dt=start_dt,
end_dt=end_dt,
)
if len(array) == 0:
raise NoData(
f'No frame for {start_dt} -> {end_dt}\n'
)
start_dt = from_timestamp(array[0]['time'])
end_dt = from_timestamp(array[-1]['time'])
times = array['time']
if not times.any():
raise ValueError(
'Bad frame with null-times?\n\n'
f'{times}'
)
if end_dt is None:
inow: int = round(time.time())
if (inow - times[-1]) > 60:
await tractor.pause()
return array, start_dt, end_dt
yield get_ohlc, {'erlangs': 3, 'rate': 3}
@async_lifo_cache()
async def get_mkt_info(
fqme: str,
) -> tuple[MktPair, Pair] | None:
# uppercase since kraken bs_mktid is always upper
if 'deribit' not in fqme.lower():
fqme += '.deribit'
mkt_mode: str = ''
broker, mkt_ep, venue, expiry = unpack_fqme(fqme)
# NOTE: we always upper case all tokens to be consistent with
# binance's symbology style for pairs, like `BTCUSDT`, but in
# theory we could also just keep things lower case; as long as
# we're consistent and the symcache matches whatever this func
# returns, always!
expiry: str = expiry.upper()
venue: str = venue.upper()
venue_lower: str = venue.lower()
mkt_mode: str = 'option'
async with open_cached_client(
'deribit',
) as client:
assets: dict[str, Asset] = await client.get_assets()
pair_str: str = mkt_ep.lower()
pair: Pair = await client.exch_info(
sym=pair_str,
)
mkt_mode = pair.venue
client.mkt_mode = mkt_mode
dst: Asset | None = assets.get(pair.bs_dst_asset)
src: Asset | None = assets.get(pair.bs_src_asset)
mkt = MktPair(
dst=dst,
src=src,
price_tick=pair.price_tick,
size_tick=pair.size_tick,
bs_mktid=pair.symbol,
expiry=pair.expiry,
venue=mkt_mode,
broker='deribit',
_atype=mkt_mode,
_fqme_without_src=True,
)
return mkt, pair
async def stream_quotes(
send_chan: trio.abc.SendChannel,
symbols: list[str],
feed_is_live: trio.Event,
loglevel: str = None,
# startup sync
task_status: TaskStatus[tuple[dict, dict]] = trio.TASK_STATUS_IGNORED,
) -> None:
# XXX: required to propagate ``tractor`` loglevel to piker logging
get_console_log(loglevel or tractor.current_actor().loglevel)
sym = symbols[0].split('.')[0]
init_msgs: list[FeedInit] = []
async with (
open_cached_client('deribit') as client,
send_chan as send_chan
):
mkt, pair = await get_mkt_info(sym)
# build out init msgs according to latest spec
init_msgs.append(
FeedInit(mkt_info=mkt)
)
nsym = piker_sym_to_cb_sym(sym)
async with maybe_open_price_feed(sym) as stream:
cache = client._pairs
last_trades = (await client.last_trades(
cb_sym_to_deribit_inst(nsym), count=1)).trades
if len(last_trades) == 0:
last_trade = None
async for typ, quote in stream:
if typ == 'trade':
last_trade = Trade(**(quote['data']))
break
else:
last_trade = Trade(**(last_trades[0]))
first_quote = {
'symbol': sym,
'last': last_trade.price,
'brokerd_ts': last_trade.timestamp,
'ticks': [{
'type': 'trade',
'price': last_trade.price,
'size': last_trade.amount,
'broker_ts': last_trade.timestamp
}]
}
task_status.started((init_msgs, first_quote))
feed_is_live.set()
async for typ, quote in stream:
topic = quote['symbol']
await send_chan.send({topic: quote})
@tractor.context
async def open_symbol_search(
ctx: tractor.Context,
) -> Client:
async with open_cached_client('deribit') as client:
# load all symbols locally for fast search
cache = client._pairs
await ctx.started()
async with ctx.open_stream() as stream:
pattern: str
async for pattern in stream:
# NOTE: pattern fuzzy-matching is done within
# the methd impl.
pairs: dict[str, Pair] = await client.search_symbols(
pattern,
)
# repack in fqme-keyed table
byfqme: dict[str, Pair] = {}
for pair in pairs.values():
byfqme[pair.bs_fqme] = pair
await stream.send(byfqme)