Add normalization step for ticks
Start a draft normalization format for (sampled) tick data. Ideally we move toward the dense tick format (DFT) enforced by techtonicDB, but for now let's just get a dict of something simple going: `{'type': 'trade', 'price': <price}` kind of thing. This gets us started being able to real-time chart from all data feed back-ends. Oh, and hack in support for XAUUSD..and get subactor logging workin.ib_backend
parent
aeb58c03e2
commit
482dc510fa
|
@ -97,6 +97,15 @@ class NonShittyIB(ibis.IB):
|
||||||
self._logger = logging.getLogger('ib_insync.ib')
|
self._logger = logging.getLogger('ib_insync.ib')
|
||||||
|
|
||||||
|
|
||||||
|
# map of symbols to contract ids
|
||||||
|
_adhoc_cmdty_data_map = {
|
||||||
|
# https://misc.interactivebrokers.com/cstools/contract_info/v3.10/index.php?action=Conid%20Info&wlId=IB&conid=69067924
|
||||||
|
# NOTE: cmdtys don't have trade data:
|
||||||
|
# https://groups.io/g/twsapi/message/44174
|
||||||
|
'XAUUSD': ({'conId': 69067924}, {'whatToShow': 'MIDPOINT'}),
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
class Client:
|
class Client:
|
||||||
"""IB wrapped for our broker backend API.
|
"""IB wrapped for our broker backend API.
|
||||||
|
|
||||||
|
@ -119,20 +128,34 @@ class Client:
|
||||||
) -> List[Dict[str, Any]]:
|
) -> List[Dict[str, Any]]:
|
||||||
"""Retreive OHLCV bars for a symbol over a range to the present.
|
"""Retreive OHLCV bars for a symbol over a range to the present.
|
||||||
"""
|
"""
|
||||||
|
bars_kwargs = {'whatToShow': 'TRADES'}
|
||||||
|
|
||||||
contract = await self.find_contract(symbol)
|
contract = await self.find_contract(symbol)
|
||||||
|
bars_kwargs.update(getattr(contract, 'bars_kwargs', {}))
|
||||||
|
|
||||||
# _min = min(2000*100, count)
|
# _min = min(2000*100, count)
|
||||||
bars = await self.ib.reqHistoricalDataAsync(
|
bars = await self.ib.reqHistoricalDataAsync(
|
||||||
contract,
|
contract,
|
||||||
endDateTime='',
|
endDateTime='',
|
||||||
# durationStr='60 S',
|
# durationStr='60 S',
|
||||||
# durationStr='1 D',
|
# durationStr='1 D',
|
||||||
|
|
||||||
|
# time length calcs
|
||||||
durationStr='{count} S'.format(count=3000 * 5),
|
durationStr='{count} S'.format(count=3000 * 5),
|
||||||
barSizeSetting='5 secs',
|
barSizeSetting='5 secs',
|
||||||
whatToShow='TRADES',
|
|
||||||
useRTH=False
|
# always use extended hours
|
||||||
|
useRTH=False,
|
||||||
|
|
||||||
|
# restricted per contract type
|
||||||
|
**bars_kwargs,
|
||||||
|
# whatToShow='MIDPOINT',
|
||||||
|
# whatToShow='TRADES',
|
||||||
)
|
)
|
||||||
# TODO: raise underlying error here
|
if not bars:
|
||||||
assert bars
|
# TODO: raise underlying error here
|
||||||
|
raise ValueError(f"No bars retreived for {symbol}?")
|
||||||
|
|
||||||
# convert to pandas dataframe:
|
# convert to pandas dataframe:
|
||||||
df = ibis.util.df(bars)
|
df = ibis.util.df(bars)
|
||||||
return from_df(df)
|
return from_df(df)
|
||||||
|
@ -205,8 +228,9 @@ class Client:
|
||||||
con = await self.get_cont_fute(symbol=sym, exchange=exch)
|
con = await self.get_cont_fute(symbol=sym, exchange=exch)
|
||||||
|
|
||||||
elif exch == 'CMDTY': # eg. XAUSUSD.CMDTY
|
elif exch == 'CMDTY': # eg. XAUSUSD.CMDTY
|
||||||
con = ibis.Commodity(symbol=sym)
|
con_kwargs, bars_kwargs = _adhoc_cmdty_data_map[sym]
|
||||||
|
con = ibis.Commodity(**con_kwargs)
|
||||||
|
con.bars_kwargs = bars_kwargs
|
||||||
else:
|
else:
|
||||||
con = ibis.Stock(symbol=sym, exchange=exch, currency=currency)
|
con = ibis.Stock(symbol=sym, exchange=exch, currency=currency)
|
||||||
|
|
||||||
|
@ -222,12 +246,19 @@ class Client:
|
||||||
symbol: str,
|
symbol: str,
|
||||||
to_trio,
|
to_trio,
|
||||||
opts: Tuple[int] = ('233', '375'),
|
opts: Tuple[int] = ('233', '375'),
|
||||||
|
# opts: Tuple[int] = ('459',),
|
||||||
) -> None:
|
) -> None:
|
||||||
"""Stream a ticker using the std L1 api.
|
"""Stream a ticker using the std L1 api.
|
||||||
"""
|
"""
|
||||||
contract = await self.find_contract(symbol)
|
contract = await self.find_contract(symbol)
|
||||||
ticker: Ticker = self.ib.reqMktData(contract, ','.join(opts))
|
ticker: Ticker = self.ib.reqMktData(contract, ','.join(opts))
|
||||||
ticker.updateEvent.connect(lambda t: to_trio.send_nowait(t))
|
# ticker.updateEvent.connect(lambda t: to_trio.send_nowait(t))
|
||||||
|
|
||||||
|
def push(t):
|
||||||
|
log.debug(t)
|
||||||
|
to_trio.send_nowait(t)
|
||||||
|
|
||||||
|
ticker.updateEvent.connect(push)
|
||||||
|
|
||||||
# let the engine run and stream
|
# let the engine run and stream
|
||||||
await self.ib.disconnectedEvent
|
await self.ib.disconnectedEvent
|
||||||
|
@ -371,15 +402,52 @@ async def get_client(
|
||||||
yield get_method_proxy(portal, Client)
|
yield get_method_proxy(portal, Client)
|
||||||
|
|
||||||
|
|
||||||
|
def normalize(
|
||||||
|
ticker: Ticker,
|
||||||
|
calc_price: bool = False
|
||||||
|
) -> dict:
|
||||||
|
# convert named tuples to dicts so we send usable keys
|
||||||
|
new_ticks = []
|
||||||
|
for tick in ticker.ticks:
|
||||||
|
td = tick._asdict()
|
||||||
|
|
||||||
|
if td['tickType'] in (48, 77):
|
||||||
|
td['type'] = 'trade'
|
||||||
|
|
||||||
|
new_ticks.append(td)
|
||||||
|
|
||||||
|
ticker.ticks = new_ticks
|
||||||
|
|
||||||
|
# some contracts don't have volume so we may want to
|
||||||
|
# calculate a midpoint price based on data we can acquire
|
||||||
|
# (such as bid / ask)
|
||||||
|
if calc_price:
|
||||||
|
ticker.ticks.append(
|
||||||
|
{'type': 'trade', 'price': ticker.marketPrice()}
|
||||||
|
)
|
||||||
|
|
||||||
|
# serialize for transport
|
||||||
|
data = asdict(ticker)
|
||||||
|
|
||||||
|
# add time stamps for downstream latency measurements
|
||||||
|
data['brokerd_ts'] = time.time()
|
||||||
|
if ticker.rtTime:
|
||||||
|
data['rtTime_s'] = float(ticker.rtTime) / 1000.
|
||||||
|
|
||||||
|
return data
|
||||||
|
|
||||||
|
|
||||||
async def stream_quotes(
|
async def stream_quotes(
|
||||||
symbols: List[str],
|
symbols: List[str],
|
||||||
|
loglevel: str = None,
|
||||||
) -> AsyncGenerator[str, Dict[str, Any]]:
|
) -> AsyncGenerator[str, Dict[str, Any]]:
|
||||||
"""Stream symbol quotes.
|
"""Stream symbol quotes.
|
||||||
|
|
||||||
This is a ``trio`` callable routine meant to be invoked
|
This is a ``trio`` callable routine meant to be invoked
|
||||||
once the brokerd is up.
|
once the brokerd is up.
|
||||||
"""
|
"""
|
||||||
get_console_log('info')
|
# XXX: required to propagate ``tractor`` loglevel to piker logging
|
||||||
|
get_console_log(loglevel or tractor.current_actor().loglevel)
|
||||||
|
|
||||||
stream = await tractor.to_asyncio.run_task(
|
stream = await tractor.to_asyncio.run_task(
|
||||||
_trio_run_client_method,
|
_trio_run_client_method,
|
||||||
|
@ -389,36 +457,36 @@ async def stream_quotes(
|
||||||
async with aclosing(stream):
|
async with aclosing(stream):
|
||||||
# first quote can be ignored as a 2nd with newer data is sent?
|
# first quote can be ignored as a 2nd with newer data is sent?
|
||||||
first_ticker = await stream.__anext__()
|
first_ticker = await stream.__anext__()
|
||||||
data = asdict(first_ticker)
|
# quote_cache = {}
|
||||||
log.debug(f"First ticker received {data}")
|
|
||||||
yield data
|
|
||||||
quote_cache = {}
|
|
||||||
|
|
||||||
def proc_ticker(ticker: Ticker) -> dict:
|
if type(first_ticker.contract) not in (ibis.Commodity,):
|
||||||
# convert named tuples to dicts so we send usable keys
|
|
||||||
ticker.ticks = [td._asdict() for td in ticker.ticks]
|
|
||||||
data = asdict(ticker)
|
|
||||||
|
|
||||||
# add time stamps for downstream latency measurements
|
calc_price = False # should be real volume for contract
|
||||||
data['brokerd_ts'] = time.time()
|
|
||||||
if ticker.rtTime:
|
|
||||||
data['rtTime_s'] = float(ticker.rtTime) / 1000.
|
|
||||||
|
|
||||||
return data
|
data = normalize(first_ticker)
|
||||||
|
|
||||||
|
log.debug(f"First ticker received {data}")
|
||||||
|
yield data
|
||||||
|
|
||||||
|
async for ticker in stream:
|
||||||
|
# spin consuming tickers until we get a real market datum
|
||||||
|
if not ticker.rtTime:
|
||||||
|
log.debug(f"New unsent ticker: {ticker}")
|
||||||
|
continue
|
||||||
|
else:
|
||||||
|
yield normalize(ticker)
|
||||||
|
log.debug("Received first real volume tick")
|
||||||
|
# XXX: this works because we don't use
|
||||||
|
# ``aclosing()`` above?
|
||||||
|
break
|
||||||
|
else:
|
||||||
|
calc_price = True
|
||||||
|
|
||||||
async for ticker in stream:
|
async for ticker in stream:
|
||||||
# spin consuming tickers until we get a real market datum
|
yield normalize(
|
||||||
if not ticker.rtTime:
|
ticker,
|
||||||
log.debug(f"New unsent ticker: {ticker}")
|
calc_price=calc_price
|
||||||
continue
|
)
|
||||||
else:
|
|
||||||
yield proc_ticker(ticker)
|
|
||||||
log.debug("Received first real volume tick")
|
|
||||||
# XXX: this works because we don't use ``aclosing()`` above?
|
|
||||||
break
|
|
||||||
|
|
||||||
async for ticker in stream:
|
|
||||||
yield proc_ticker(ticker)
|
|
||||||
|
|
||||||
# ugh, clear ticks since we've consumed them
|
# ugh, clear ticks since we've consumed them
|
||||||
ticker.ticks = []
|
ticker.ticks = []
|
||||||
|
|
Loading…
Reference in New Issue