Merge pull request #130 from pikers/to_qpainterpath_and_beyond
To qpainterpath and beyondkraken_history
commit
c5b2b6918b
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@ -21,9 +21,10 @@ Note the client runs under an ``asyncio`` loop (since ``ib_insync`` is
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built on it) and thus actor aware API calls must be spawned with
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``infected_aio==True``.
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"""
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from contextlib import asynccontextmanager, contextmanager
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from contextlib import asynccontextmanager
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from dataclasses import asdict
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from functools import partial
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from datetime import datetime
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from typing import List, Dict, Any, Tuple, Optional, AsyncIterator, Callable
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import asyncio
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import logging
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@ -32,6 +33,7 @@ import itertools
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import time
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from async_generator import aclosing
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from ib_insync.wrapper import RequestError
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from ib_insync.contract import Contract, ContractDetails
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from ib_insync.ticker import Ticker
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import ib_insync as ibis
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@ -45,7 +47,7 @@ from ..data import (
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maybe_spawn_brokerd,
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iterticks,
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attach_shm_array,
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get_shm_token,
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# get_shm_token,
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subscribe_ohlc_for_increment,
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)
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from ..data._source import from_df
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@ -86,6 +88,8 @@ _time_frames = {
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'Y': 'OneYear',
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}
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_show_wap_in_history = False
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# overrides to sidestep pretty questionable design decisions in
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# ``ib_insync``:
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@ -128,6 +132,8 @@ _adhoc_cmdty_data_map = {
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'XAUUSD': ({'conId': 69067924}, {'whatToShow': 'MIDPOINT'}),
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}
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_enters = 0
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class Client:
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"""IB wrapped for our broker backend API.
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@ -142,32 +148,54 @@ class Client:
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self.ib = ib
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self.ib.RaiseRequestErrors = True
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# NOTE: the ib.client here is "throttled" to 45 rps by default
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async def bars(
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self,
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symbol: str,
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# EST in ISO 8601 format is required... below is EPOCH
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start_date: str = "1970-01-01T00:00:00.000000-05:00",
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time_frame: str = '1m',
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count: int = int(2e3), # <- max allowed per query
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is_paid_feed: bool = False,
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start_dt: str = "1970-01-01T00:00:00.000000-05:00",
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end_dt: str = "",
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sample_period_s: str = 1, # ohlc sample period
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period_count: int = int(2e3), # <- max per 1s sample query
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is_paid_feed: bool = False, # placeholder
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) -> List[Dict[str, Any]]:
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"""Retreive OHLCV bars for a symbol over a range to the present.
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"""
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bars_kwargs = {'whatToShow': 'TRADES'}
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global _enters
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print(f'ENTER BARS {_enters}')
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_enters += 1
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contract = await self.find_contract(symbol)
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bars_kwargs.update(getattr(contract, 'bars_kwargs', {}))
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# _min = min(2000*100, count)
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bars = await self.ib.reqHistoricalDataAsync(
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contract,
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endDateTime='',
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# durationStr='60 S',
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# durationStr='1 D',
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endDateTime=end_dt,
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# time history length values format:
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# ``durationStr=integer{SPACE}unit (S|D|W|M|Y)``
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# OHLC sampling values:
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# 1 secs, 5 secs, 10 secs, 15 secs, 30 secs, 1 min, 2 mins,
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# 3 mins, 5 mins, 10 mins, 15 mins, 20 mins, 30 mins,
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# 1 hour, 2 hours, 3 hours, 4 hours, 8 hours, 1 day, 1W, 1M
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# barSizeSetting='1 secs',
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# durationStr='{count} S'.format(count=15000 * 5),
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# durationStr='{count} D'.format(count=1),
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# barSizeSetting='5 secs',
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durationStr='{count} S'.format(count=period_count),
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barSizeSetting='1 secs',
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# barSizeSetting='1 min',
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# time length calcs
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durationStr='{count} S'.format(count=5000 * 5),
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barSizeSetting='5 secs',
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# always use extended hours
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useRTH=False,
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@ -181,9 +209,13 @@ class Client:
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# TODO: raise underlying error here
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raise ValueError(f"No bars retreived for {symbol}?")
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# TODO: rewrite this faster with ``numba``
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# convert to pandas dataframe:
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df = ibis.util.df(bars)
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return from_df(df)
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return bars, from_df(df)
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def onError(self, reqId, errorCode, errorString, contract) -> None:
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breakpoint()
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async def search_stocks(
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self,
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@ -237,6 +269,8 @@ class Client:
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"""Get an unqualifed contract for the current "continous" future.
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"""
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contcon = ibis.ContFuture(symbol, exchange=exchange)
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# it's the "front" contract returned here
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frontcon = (await self.ib.qualifyContractsAsync(contcon))[0]
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return ibis.Future(conId=frontcon.conId)
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@ -279,10 +313,10 @@ class Client:
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if exch in ('PURE', 'TSE'): # non-yankee
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currency = 'CAD'
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if exch in ('PURE',):
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if exch in ('PURE', 'TSE'):
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# stupid ib...
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primaryExchange = exch
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exch = 'SMART'
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primaryExchange = 'PURE'
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con = ibis.Stock(
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symbol=sym,
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@ -293,10 +327,27 @@ class Client:
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try:
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exch = 'SMART' if not exch else exch
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contract = (await self.ib.qualifyContractsAsync(con))[0]
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head = await self.get_head_time(contract)
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print(head)
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except IndexError:
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raise ValueError(f"No contract could be found {con}")
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return contract
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async def get_head_time(
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self,
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contract: Contract,
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) -> datetime:
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"""Return the first datetime stamp for ``contract``.
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"""
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return await self.ib.reqHeadTimeStampAsync(
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contract,
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whatToShow='TRADES',
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useRTH=False,
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formatDate=2, # timezone aware UTC datetime
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)
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async def stream_ticker(
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self,
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symbol: str,
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@ -309,7 +360,13 @@ class Client:
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contract = await self.find_contract(symbol)
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ticker: Ticker = self.ib.reqMktData(contract, ','.join(opts))
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# define a simple queue push routine that streams quote packets
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# to trio over the ``to_trio`` memory channel.
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def push(t):
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"""Push quotes to trio task.
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"""
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# log.debug(t)
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try:
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to_trio.send_nowait(t)
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@ -346,9 +403,17 @@ async def _aio_get_client(
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"""
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# first check cache for existing client
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# breakpoint()
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try:
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yield _client_cache[(host, port)]
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except KeyError:
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if port:
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client = _client_cache[(host, port)]
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else:
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# grab first cached client
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client = list(_client_cache.values())[0]
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yield client
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except (KeyError, IndexError):
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# TODO: in case the arbiter has no record
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# of existing brokerd we need to broadcast for one.
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@ -359,9 +424,11 @@ async def _aio_get_client(
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ib = NonShittyIB()
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ports = _try_ports if port is None else [port]
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_err = None
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for port in ports:
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try:
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log.info(f"Connecting to the EYEBEE on port {port}!")
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await ib.connectAsync(host, port, clientId=client_id)
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break
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except ConnectionRefusedError as ce:
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@ -373,6 +440,7 @@ async def _aio_get_client(
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try:
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client = Client(ib)
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_client_cache[(host, port)] = client
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log.debug(f"Caching client for {(host, port)}")
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yield client
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except BaseException:
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ib.disconnect()
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@ -385,7 +453,6 @@ async def _aio_run_client_method(
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from_trio=None,
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**kwargs,
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) -> None:
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log.info("Connecting to the EYEEEEBEEEEE GATEWAYYYYYYY!")
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async with _aio_get_client() as client:
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async_meth = getattr(client, meth)
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@ -402,6 +469,9 @@ async def _trio_run_client_method(
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method: str,
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**kwargs,
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) -> None:
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"""Asyncio entry point to run tasks against the ``ib_insync`` api.
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"""
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ca = tractor.current_actor()
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assert ca.is_infected_aio()
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@ -530,18 +600,60 @@ def normalize(
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_local_buffer_writers = {}
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@contextmanager
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def activate_writer(key: str):
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@asynccontextmanager
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async def activate_writer(key: str) -> (bool, trio.Nursery):
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try:
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writer_already_exists = _local_buffer_writers.get(key, False)
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if not writer_already_exists:
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_local_buffer_writers[key] = True
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yield writer_already_exists
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async with trio.open_nursery() as n:
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yield writer_already_exists, n
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else:
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yield writer_already_exists, None
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finally:
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_local_buffer_writers.pop(key, None)
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async def fill_bars(
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first_bars,
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shm,
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count: int = 21,
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) -> None:
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"""Fill historical bars into shared mem / storage afap.
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TODO: avoid pacing constraints:
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https://github.com/pikers/piker/issues/128
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"""
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next_dt = first_bars[0].date
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i = 0
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while i < count:
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try:
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bars, bars_array = await _trio_run_client_method(
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method='bars',
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symbol='.'.join(
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(first_bars.contract.symbol, first_bars.contract.exchange)
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),
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end_dt=next_dt,
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)
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shm.push(bars_array, prepend=True)
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i += 1
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next_dt = bars[0].date
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except RequestError as err:
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# TODO: retreive underlying ``ib_insync`` error~~
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if err.code == 162:
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log.exception(
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"Data query rate reached: Press `ctrl-alt-f` in TWS")
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await tractor.breakpoint()
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# TODO: figure out how to share quote feeds sanely despite
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# the wacky ``ib_insync`` api.
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# @tractor.msg.pub
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@ -575,7 +687,9 @@ async def stream_quotes(
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# check if a writer already is alive in a streaming task,
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# otherwise start one and mark it as now existing
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with activate_writer(shm_token['shm_name']) as writer_already_exists:
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async with activate_writer(
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shm_token['shm_name']
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) as (writer_already_exists, ln):
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# maybe load historical ohlcv in to shared mem
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# check if shm has already been created by previous
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@ -588,18 +702,29 @@ async def stream_quotes(
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# we are the buffer writer
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readonly=False,
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)
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bars = await _trio_run_client_method(
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# async def retrieve_and_push():
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start = time.time()
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bars, bars_array = await _trio_run_client_method(
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method='bars',
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symbol=sym,
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)
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if bars is None:
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log.info(f"bars_array request: {time.time() - start}")
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if bars_array is None:
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raise SymbolNotFound(sym)
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# write historical data to buffer
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shm.push(bars)
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shm.push(bars_array)
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shm_token = shm.token
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# TODO: generalize this for other brokers
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# start bar filler task in bg
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ln.start_soon(fill_bars, bars, shm)
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times = shm.array['time']
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delay_s = times[-1] - times[times != times[-1]][-1]
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subscribe_ohlc_for_increment(shm, delay_s)
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@ -656,6 +781,7 @@ async def stream_quotes(
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# real-time stream
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async for ticker in stream:
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# print(ticker.vwap)
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quote = normalize(
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ticker,
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calc_price=calc_price
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|
@ -674,6 +800,8 @@ async def stream_quotes(
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for tick in iterticks(quote, types=('trade', 'utrade',)):
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last = tick['price']
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# print(f"{quote['symbol']}: {tick}")
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# update last entry
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# benchmarked in the 4-5 us range
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o, high, low, v = shm.array[-1][
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@ -687,7 +815,13 @@ async def stream_quotes(
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# is also the close/last trade price
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o = last
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shm.array[['open', 'high', 'low', 'close', 'volume']][-1] = (
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shm.array[[
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'open',
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'high',
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'low',
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'close',
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'volume',
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]][-1] = (
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o,
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max(high, last),
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min(low, last),
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|
|
|
@ -57,13 +57,15 @@ _ohlc_dtype = [
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('close', float),
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('volume', float),
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('count', int),
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('vwap', float),
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('bar_wap', float),
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]
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# UI components allow this to be declared such that additional
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# (historical) fields can be exposed.
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ohlc_dtype = np.dtype(_ohlc_dtype)
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_show_wap_in_history = True
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class Client:
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|
@ -341,7 +343,7 @@ async def stream_quotes(
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while True:
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try:
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async with trio_websocket.open_websocket_url(
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'wss://ws.kraken.com',
|
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'wss://ws.kraken.com/',
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) as ws:
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# XXX: setup subs
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|
@ -433,7 +435,7 @@ async def stream_quotes(
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'high',
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'low',
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'close',
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'vwap',
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'bar_wap', # in this case vwap of bar
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'volume']
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][-1] = (
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o,
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|
|
|
@ -42,7 +42,7 @@ from ._sharedmem import (
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ShmArray,
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get_shm_token,
|
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)
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from ._source import base_ohlc_dtype
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from ._source import base_iohlc_dtype
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from ._buffer import (
|
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increment_ohlc_buffer,
|
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subscribe_ohlc_for_increment
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|
@ -139,6 +139,7 @@ class Feed:
|
|||
name: str
|
||||
stream: AsyncIterator[Dict[str, Any]]
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||||
shm: ShmArray
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# ticks: ShmArray
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||||
_broker_portal: tractor._portal.Portal
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_index_stream: Optional[AsyncIterator[Dict[str, Any]]] = None
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||||
|
@ -188,7 +189,7 @@ async def open_feed(
|
|||
key=sym_to_shm_key(name, symbols[0]),
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|
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# use any broker defined ohlc dtype:
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dtype=getattr(mod, '_ohlc_dtype', base_ohlc_dtype),
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dtype=getattr(mod, '_ohlc_dtype', base_iohlc_dtype),
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||||
# we expect the sub-actor to write
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readonly=True,
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|
|
|
@ -91,19 +91,20 @@ async def increment_ohlc_buffer(
|
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# append new entry to buffer thus "incrementing" the bar
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array = shm.array
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last = array[-1:].copy()
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(index, t, close) = last[0][['index', 'time', 'close']]
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last = array[-1:][shm._write_fields].copy()
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# (index, t, close) = last[0][['index', 'time', 'close']]
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(t, close) = last[0][['time', 'close']]
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# this copies non-std fields (eg. vwap) from the last datum
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last[
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['index', 'time', 'volume', 'open', 'high', 'low', 'close']
|
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][0] = (index + 1, t + delay_s, 0, close, close, close, close)
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['time', 'volume', 'open', 'high', 'low', 'close']
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][0] = (t + delay_s, 0, close, close, close, close)
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# write to the buffer
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shm.push(last)
|
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||||
# broadcast the buffer index step
|
||||
yield {'index': shm._i.value}
|
||||
yield {'index': shm._last.value}
|
||||
|
||||
|
||||
def subscribe_ohlc_for_increment(
|
||||
|
|
|
@ -33,6 +33,6 @@ def iterticks(
|
|||
ticks = quote.get('ticks', ())
|
||||
if ticks:
|
||||
for tick in ticks:
|
||||
print(f"{quote['symbol']}: {tick}")
|
||||
# print(f"{quote['symbol']}: {tick}")
|
||||
if tick.get('type') in types:
|
||||
yield tick
|
||||
|
|
|
@ -17,11 +17,10 @@
|
|||
"""
|
||||
NumPy compatible shared memory buffers for real-time FSP.
|
||||
"""
|
||||
from typing import List
|
||||
from dataclasses import dataclass, asdict
|
||||
from sys import byteorder
|
||||
from typing import Tuple, Optional
|
||||
from multiprocessing import shared_memory
|
||||
from typing import List, Tuple, Optional
|
||||
from multiprocessing.shared_memory import SharedMemory, _USE_POSIX
|
||||
from multiprocessing import resource_tracker as mantracker
|
||||
from _posixshmem import shm_unlink
|
||||
|
||||
|
@ -29,7 +28,7 @@ import tractor
|
|||
import numpy as np
|
||||
|
||||
from ..log import get_logger
|
||||
from ._source import base_ohlc_dtype
|
||||
from ._source import base_ohlc_dtype, base_iohlc_dtype
|
||||
|
||||
|
||||
log = get_logger(__name__)
|
||||
|
@ -58,17 +57,15 @@ mantracker.getfd = mantracker._resource_tracker.getfd
|
|||
|
||||
|
||||
class SharedInt:
|
||||
"""Wrapper around a single entry shared memory array which
|
||||
holds an ``int`` value used as an index counter.
|
||||
|
||||
"""
|
||||
def __init__(
|
||||
self,
|
||||
token: str,
|
||||
create: bool = False,
|
||||
shm: SharedMemory,
|
||||
) -> None:
|
||||
# create a single entry array for storing an index counter
|
||||
self._shm = shared_memory.SharedMemory(
|
||||
name=token,
|
||||
create=create,
|
||||
size=4, # std int
|
||||
)
|
||||
self._shm = shm
|
||||
|
||||
@property
|
||||
def value(self) -> int:
|
||||
|
@ -79,7 +76,7 @@ class SharedInt:
|
|||
self._shm.buf[:] = value.to_bytes(4, byteorder)
|
||||
|
||||
def destroy(self) -> None:
|
||||
if shared_memory._USE_POSIX:
|
||||
if _USE_POSIX:
|
||||
# We manually unlink to bypass all the "resource tracker"
|
||||
# nonsense meant for non-SC systems.
|
||||
shm_unlink(self._shm.name)
|
||||
|
@ -91,7 +88,8 @@ class _Token:
|
|||
which can be used to key a system wide post shm entry.
|
||||
"""
|
||||
shm_name: str # this servers as a "key" value
|
||||
shm_counter_name: str
|
||||
shm_first_index_name: str
|
||||
shm_last_index_name: str
|
||||
dtype_descr: List[Tuple[str]]
|
||||
|
||||
def __post_init__(self):
|
||||
|
@ -130,27 +128,47 @@ def _make_token(
|
|||
"""Create a serializable token that can be used
|
||||
to access a shared array.
|
||||
"""
|
||||
dtype = base_ohlc_dtype if dtype is None else dtype
|
||||
dtype = base_iohlc_dtype if dtype is None else dtype
|
||||
return _Token(
|
||||
key,
|
||||
key + "_counter",
|
||||
key + "_first",
|
||||
key + "_last",
|
||||
np.dtype(dtype).descr
|
||||
)
|
||||
|
||||
|
||||
class ShmArray:
|
||||
"""A shared memory ``numpy`` (compatible) array API.
|
||||
|
||||
An underlying shared memory buffer is allocated based on
|
||||
a user specified ``numpy.ndarray``. This fixed size array
|
||||
can be read and written to by pushing data both onto the "front"
|
||||
or "back" of a set index range. The indexes for the "first" and
|
||||
"last" index are themselves stored in shared memory (accessed via
|
||||
``SharedInt`` interfaces) values such that multiple processes can
|
||||
interact with the same array using a synchronized-index.
|
||||
|
||||
"""
|
||||
def __init__(
|
||||
self,
|
||||
shmarr: np.ndarray,
|
||||
counter: SharedInt,
|
||||
shm: shared_memory.SharedMemory,
|
||||
readonly: bool = True,
|
||||
first: SharedInt,
|
||||
last: SharedInt,
|
||||
shm: SharedMemory,
|
||||
# readonly: bool = True,
|
||||
) -> None:
|
||||
self._array = shmarr
|
||||
self._i = counter
|
||||
|
||||
# indexes for first and last indices corresponding
|
||||
# to fille data
|
||||
self._first = first
|
||||
self._last = last
|
||||
|
||||
self._len = len(shmarr)
|
||||
self._shm = shm
|
||||
self._readonly = readonly
|
||||
|
||||
# pushing data does not write the index (aka primary key)
|
||||
self._write_fields = list(shmarr.dtype.fields.keys())[1:]
|
||||
|
||||
# TODO: ringbuf api?
|
||||
|
||||
|
@ -158,24 +176,25 @@ class ShmArray:
|
|||
def _token(self) -> _Token:
|
||||
return _Token(
|
||||
self._shm.name,
|
||||
self._i._shm.name,
|
||||
self._first._shm.name,
|
||||
self._last._shm.name,
|
||||
self._array.dtype.descr,
|
||||
)
|
||||
|
||||
@property
|
||||
def token(self) -> dict:
|
||||
"""Shared memory token that can be serialized
|
||||
and used by another process to attach to this array.
|
||||
"""Shared memory token that can be serialized and used by
|
||||
another process to attach to this array.
|
||||
"""
|
||||
return self._token.as_msg()
|
||||
|
||||
@property
|
||||
def index(self) -> int:
|
||||
return self._i.value % self._len
|
||||
return self._last.value % self._len
|
||||
|
||||
@property
|
||||
def array(self) -> np.ndarray:
|
||||
return self._array[:self._i.value]
|
||||
return self._array[self._first.value:self._last.value]
|
||||
|
||||
def last(
|
||||
self,
|
||||
|
@ -186,38 +205,90 @@ class ShmArray:
|
|||
def push(
|
||||
self,
|
||||
data: np.ndarray,
|
||||
prepend: bool = False,
|
||||
) -> int:
|
||||
"""Ring buffer like "push" to append data
|
||||
into the buffer and return updated index.
|
||||
into the buffer and return updated "last" index.
|
||||
"""
|
||||
length = len(data)
|
||||
# TODO: use .index for actual ring logic?
|
||||
index = self._i.value
|
||||
|
||||
if prepend:
|
||||
index = self._first.value - length
|
||||
else:
|
||||
index = self._last.value
|
||||
|
||||
end = index + length
|
||||
self._array[index:end] = data[:]
|
||||
self._i.value = end
|
||||
return end
|
||||
|
||||
fields = self._write_fields
|
||||
|
||||
try:
|
||||
self._array[fields][index:end] = data[fields][:]
|
||||
if prepend:
|
||||
self._first.value = index
|
||||
else:
|
||||
self._last.value = end
|
||||
return end
|
||||
except ValueError as err:
|
||||
# shoudl raise if diff detected
|
||||
self.diff_err_fields(data)
|
||||
|
||||
raise err
|
||||
|
||||
def diff_err_fields(
|
||||
self,
|
||||
data: np.ndarray,
|
||||
) -> None:
|
||||
# reraise with any field discrepancy
|
||||
our_fields, their_fields = (
|
||||
set(self._array.dtype.fields),
|
||||
set(data.dtype.fields),
|
||||
)
|
||||
|
||||
only_in_ours = our_fields - their_fields
|
||||
only_in_theirs = their_fields - our_fields
|
||||
|
||||
if only_in_ours:
|
||||
raise TypeError(
|
||||
f"Input array is missing field(s): {only_in_ours}"
|
||||
)
|
||||
elif only_in_theirs:
|
||||
raise TypeError(
|
||||
f"Input array has unknown field(s): {only_in_theirs}"
|
||||
)
|
||||
|
||||
def prepend(
|
||||
self,
|
||||
data: np.ndarray,
|
||||
) -> int:
|
||||
end = self.push(data, prepend=True)
|
||||
assert end
|
||||
|
||||
def close(self) -> None:
|
||||
self._i._shm.close()
|
||||
self._first._shm.close()
|
||||
self._last._shm.close()
|
||||
self._shm.close()
|
||||
|
||||
def destroy(self) -> None:
|
||||
if shared_memory._USE_POSIX:
|
||||
if _USE_POSIX:
|
||||
# We manually unlink to bypass all the "resource tracker"
|
||||
# nonsense meant for non-SC systems.
|
||||
shm_unlink(self._shm.name)
|
||||
self._i.destroy()
|
||||
|
||||
self._first.destroy()
|
||||
self._last.destroy()
|
||||
|
||||
def flush(self) -> None:
|
||||
# TODO: flush to storage backend like markestore?
|
||||
...
|
||||
|
||||
|
||||
# how much is probably dependent on lifestyle
|
||||
_secs_in_day = int(60 * 60 * 12)
|
||||
_default_size = 2 * _secs_in_day
|
||||
|
||||
def open_shm_array(
|
||||
key: Optional[str] = None,
|
||||
# approx number of 5s bars in a "day" x2
|
||||
size: int = int(2*60*60*10/5),
|
||||
size: int = _default_size,
|
||||
dtype: Optional[np.dtype] = None,
|
||||
readonly: bool = False,
|
||||
) -> ShmArray:
|
||||
|
@ -229,7 +300,9 @@ def open_shm_array(
|
|||
# create new shared mem segment for which we
|
||||
# have write permission
|
||||
a = np.zeros(size, dtype=dtype)
|
||||
shm = shared_memory.SharedMemory(
|
||||
a['index'] = np.arange(len(a))
|
||||
|
||||
shm = SharedMemory(
|
||||
name=key,
|
||||
create=True,
|
||||
size=a.nbytes
|
||||
|
@ -243,17 +316,30 @@ def open_shm_array(
|
|||
dtype=dtype
|
||||
)
|
||||
|
||||
counter = SharedInt(
|
||||
token=token.shm_counter_name,
|
||||
create=True,
|
||||
# create single entry arrays for storing an first and last indices
|
||||
first = SharedInt(
|
||||
shm=SharedMemory(
|
||||
name=token.shm_first_index_name,
|
||||
create=True,
|
||||
size=4, # std int
|
||||
)
|
||||
)
|
||||
counter.value = 0
|
||||
|
||||
last = SharedInt(
|
||||
shm=SharedMemory(
|
||||
name=token.shm_last_index_name,
|
||||
create=True,
|
||||
size=4, # std int
|
||||
)
|
||||
)
|
||||
|
||||
last.value = first.value = int(_secs_in_day)
|
||||
|
||||
shmarr = ShmArray(
|
||||
array,
|
||||
counter,
|
||||
first,
|
||||
last,
|
||||
shm,
|
||||
readonly=readonly,
|
||||
)
|
||||
|
||||
assert shmarr._token == token
|
||||
|
@ -261,26 +347,31 @@ def open_shm_array(
|
|||
|
||||
# "unlink" created shm on process teardown by
|
||||
# pushing teardown calls onto actor context stack
|
||||
actor = tractor.current_actor()
|
||||
actor._lifetime_stack.callback(shmarr.close)
|
||||
actor._lifetime_stack.callback(shmarr.destroy)
|
||||
tractor._actor._lifetime_stack.callback(shmarr.close)
|
||||
tractor._actor._lifetime_stack.callback(shmarr.destroy)
|
||||
|
||||
return shmarr
|
||||
|
||||
|
||||
def attach_shm_array(
|
||||
token: Tuple[str, str, Tuple[str, str]],
|
||||
size: int = int(60*60*10/5),
|
||||
size: int = _default_size,
|
||||
readonly: bool = True,
|
||||
) -> ShmArray:
|
||||
"""Load and attach to an existing shared memory array previously
|
||||
"""Attach to an existing shared memory array previously
|
||||
created by another process using ``open_shared_array``.
|
||||
|
||||
No new shared mem is allocated but wrapper types for read/write
|
||||
access are constructed.
|
||||
"""
|
||||
token = _Token.from_msg(token)
|
||||
key = token.shm_name
|
||||
|
||||
if key in _known_tokens:
|
||||
assert _known_tokens[key] == token, "WTF"
|
||||
|
||||
shm = shared_memory.SharedMemory(name=key)
|
||||
# attach to array buffer and view as per dtype
|
||||
shm = SharedMemory(name=key)
|
||||
shmarr = np.ndarray(
|
||||
(size,),
|
||||
dtype=token.dtype_descr,
|
||||
|
@ -288,15 +379,29 @@ def attach_shm_array(
|
|||
)
|
||||
shmarr.setflags(write=int(not readonly))
|
||||
|
||||
counter = SharedInt(token=token.shm_counter_name)
|
||||
first = SharedInt(
|
||||
shm=SharedMemory(
|
||||
name=token.shm_first_index_name,
|
||||
create=False,
|
||||
size=4, # std int
|
||||
),
|
||||
)
|
||||
last = SharedInt(
|
||||
shm=SharedMemory(
|
||||
name=token.shm_last_index_name,
|
||||
create=False,
|
||||
size=4, # std int
|
||||
),
|
||||
)
|
||||
|
||||
# make sure we can read
|
||||
counter.value
|
||||
first.value
|
||||
|
||||
sha = ShmArray(
|
||||
shmarr,
|
||||
counter,
|
||||
first,
|
||||
last,
|
||||
shm,
|
||||
readonly=readonly,
|
||||
)
|
||||
# read test
|
||||
sha.array
|
||||
|
@ -308,8 +413,8 @@ def attach_shm_array(
|
|||
_known_tokens[key] = token
|
||||
|
||||
# "close" attached shm on process teardown
|
||||
actor = tractor.current_actor()
|
||||
actor._lifetime_stack.callback(sha.close)
|
||||
tractor._actor._lifetime_stack.callback(sha.close)
|
||||
|
||||
return sha
|
||||
|
||||
|
||||
|
@ -318,21 +423,20 @@ def maybe_open_shm_array(
|
|||
dtype: Optional[np.dtype] = None,
|
||||
**kwargs,
|
||||
) -> Tuple[ShmArray, bool]:
|
||||
"""Attempt to attach to a shared memory block by a
|
||||
"key" determined by the users overall "system"
|
||||
"""Attempt to attach to a shared memory block using a "key" lookup
|
||||
to registered blocks in the users overall "system" registryt
|
||||
(presumes you don't have the block's explicit token).
|
||||
|
||||
This function is meant to solve the problem of
|
||||
discovering whether a shared array token has been
|
||||
allocated or discovered by the actor running in
|
||||
**this** process. Systems where multiple actors
|
||||
may seek to access a common block can use this
|
||||
function to attempt to acquire a token as discovered
|
||||
by the actors who have previously stored a
|
||||
"key" -> ``_Token`` map in an actor local variable.
|
||||
This function is meant to solve the problem of discovering whether
|
||||
a shared array token has been allocated or discovered by the actor
|
||||
running in **this** process. Systems where multiple actors may seek
|
||||
to access a common block can use this function to attempt to acquire
|
||||
a token as discovered by the actors who have previously stored
|
||||
a "key" -> ``_Token`` map in an actor local (aka python global)
|
||||
variable.
|
||||
|
||||
If you know the explicit ``_Token`` for your memory
|
||||
instead use ``attach_shm_array``.
|
||||
If you know the explicit ``_Token`` for your memory segment instead
|
||||
use ``attach_shm_array``.
|
||||
"""
|
||||
try:
|
||||
# see if we already know this key
|
||||
|
|
|
@ -15,27 +15,36 @@
|
|||
# along with this program. If not, see <https://www.gnu.org/licenses/>.
|
||||
|
||||
"""
|
||||
Numpy data source machinery.
|
||||
numpy data source coversion helpers.
|
||||
"""
|
||||
import decimal
|
||||
from dataclasses import dataclass
|
||||
|
||||
import numpy as np
|
||||
import pandas as pd
|
||||
# from numba import from_dtype
|
||||
|
||||
|
||||
ohlc_fields = [
|
||||
('time', float),
|
||||
('open', float),
|
||||
('high', float),
|
||||
('low', float),
|
||||
('close', float),
|
||||
('volume', int),
|
||||
('bar_wap', float),
|
||||
]
|
||||
|
||||
ohlc_with_index = ohlc_fields.copy()
|
||||
ohlc_with_index.insert(0, ('index', int))
|
||||
|
||||
# our minimum structured array layout for ohlc data
|
||||
base_ohlc_dtype = np.dtype(
|
||||
[
|
||||
('index', int),
|
||||
('time', float),
|
||||
('open', float),
|
||||
('high', float),
|
||||
('low', float),
|
||||
('close', float),
|
||||
('volume', int),
|
||||
]
|
||||
)
|
||||
base_iohlc_dtype = np.dtype(ohlc_with_index)
|
||||
base_ohlc_dtype = np.dtype(ohlc_fields)
|
||||
|
||||
# TODO: for now need to construct this manually for readonly arrays, see
|
||||
# https://github.com/numba/numba/issues/4511
|
||||
# numba_ohlc_dtype = from_dtype(base_ohlc_dtype)
|
||||
|
||||
# map time frame "keys" to minutes values
|
||||
tf_in_1m = {
|
||||
|
@ -110,18 +119,27 @@ def from_df(
|
|||
'Low': 'low',
|
||||
'Close': 'close',
|
||||
'Volume': 'volume',
|
||||
|
||||
# most feeds are providing this over sesssion anchored
|
||||
'vwap': 'bar_wap',
|
||||
|
||||
# XXX: ib_insync calls this the "wap of the bar"
|
||||
# but no clue what is actually is...
|
||||
# https://github.com/pikers/piker/issues/119#issuecomment-729120988
|
||||
'average': 'bar_wap',
|
||||
}
|
||||
|
||||
df = df.rename(columns=columns)
|
||||
|
||||
for name in df.columns:
|
||||
if name not in base_ohlc_dtype.names[1:]:
|
||||
# if name not in base_ohlc_dtype.names[1:]:
|
||||
if name not in base_ohlc_dtype.names:
|
||||
del df[name]
|
||||
|
||||
# TODO: it turns out column access on recarrays is actually slower:
|
||||
# https://jakevdp.github.io/PythonDataScienceHandbook/02.09-structured-data-numpy.html#RecordArrays:-Structured-Arrays-with-a-Twist
|
||||
# it might make sense to make these structured arrays?
|
||||
array = df.to_records()
|
||||
array = df.to_records(index=False)
|
||||
_nan_to_closest_num(array)
|
||||
|
||||
return array
|
||||
|
|
|
@ -38,7 +38,7 @@ class Axis(pg.AxisItem):
|
|||
def __init__(
|
||||
self,
|
||||
linked_charts,
|
||||
typical_max_str: str = '100 000.00',
|
||||
typical_max_str: str = '100 000.000',
|
||||
min_tick: int = 2,
|
||||
**kwargs
|
||||
) -> None:
|
||||
|
@ -51,6 +51,8 @@ class Axis(pg.AxisItem):
|
|||
self.setStyle(**{
|
||||
'textFillLimits': [(0, 0.666)],
|
||||
'tickFont': _font.font,
|
||||
# offset of text *away from* axis line in px
|
||||
'tickTextOffset': 2,
|
||||
})
|
||||
|
||||
self.setTickFont(_font.font)
|
||||
|
@ -88,11 +90,10 @@ class PriceAxis(Axis):
|
|||
# print(f'digits: {digits}')
|
||||
|
||||
return [
|
||||
('{value:,.{digits}f}')
|
||||
.format(
|
||||
digits=digits,
|
||||
value=v,
|
||||
).replace(',', ' ') for v in vals
|
||||
('{value:,.{digits}f}').format(
|
||||
digits=digits,
|
||||
value=v,
|
||||
).replace(',', ' ') for v in vals
|
||||
]
|
||||
|
||||
|
||||
|
@ -104,23 +105,36 @@ class DynamicDateAxis(Axis):
|
|||
60: '%H:%M',
|
||||
30: '%H:%M:%S',
|
||||
5: '%H:%M:%S',
|
||||
1: '%H:%M:%S',
|
||||
}
|
||||
|
||||
def resize(self) -> None:
|
||||
self.setHeight(self.typical_br.height() + 3)
|
||||
self.setHeight(self.typical_br.height() + 1)
|
||||
|
||||
def _indexes_to_timestrs(
|
||||
self,
|
||||
indexes: List[int],
|
||||
) -> List[str]:
|
||||
|
||||
bars = self.linked_charts.chart._array
|
||||
# try:
|
||||
chart = self.linked_charts.chart
|
||||
bars = chart._ohlc
|
||||
shm = self.linked_charts.chart._shm
|
||||
first = shm._first.value
|
||||
|
||||
bars_len = len(bars)
|
||||
times = bars['time']
|
||||
|
||||
epochs = times[list(
|
||||
map(int, filter(lambda i: i < bars_len, indexes))
|
||||
map(
|
||||
int,
|
||||
filter(
|
||||
lambda i: i > 0 and i < bars_len,
|
||||
(i-first for i in indexes)
|
||||
)
|
||||
)
|
||||
)]
|
||||
|
||||
# TODO: **don't** have this hard coded shift to EST
|
||||
dts = pd.to_datetime(epochs, unit='s') # - 4*pd.offsets.Hour()
|
||||
|
||||
|
@ -228,6 +242,7 @@ class AxisLabel(pg.GraphicsObject):
|
|||
|
||||
|
||||
class XAxisLabel(AxisLabel):
|
||||
_w_margin = 4
|
||||
|
||||
text_flags = (
|
||||
QtCore.Qt.TextDontClip
|
||||
|
@ -255,18 +270,17 @@ class XAxisLabel(AxisLabel):
|
|||
w = self.boundingRect().width()
|
||||
self.setPos(QPointF(
|
||||
abs_pos.x() - w / 2 - offset,
|
||||
0,
|
||||
1,
|
||||
))
|
||||
self.update()
|
||||
|
||||
|
||||
class YAxisLabel(AxisLabel):
|
||||
_h_margin = 3
|
||||
# _w_margin = 1
|
||||
_h_margin = 2
|
||||
|
||||
text_flags = (
|
||||
# QtCore.Qt.AlignLeft
|
||||
QtCore.Qt.AlignHCenter
|
||||
QtCore.Qt.AlignLeft
|
||||
# QtCore.Qt.AlignHCenter
|
||||
| QtCore.Qt.AlignVCenter
|
||||
| QtCore.Qt.TextDontClip
|
||||
)
|
||||
|
@ -283,13 +297,13 @@ class YAxisLabel(AxisLabel):
|
|||
) -> None:
|
||||
|
||||
# this is read inside ``.paint()``
|
||||
self.label_str = '{value:,.{digits}f}'.format(
|
||||
self.label_str = ' {value:,.{digits}f}'.format(
|
||||
digits=self.digits, value=value).replace(',', ' ')
|
||||
|
||||
br = self.boundingRect()
|
||||
h = br.height()
|
||||
self.setPos(QPointF(
|
||||
0,
|
||||
1,
|
||||
abs_pos.y() - h / 2 - offset
|
||||
))
|
||||
self.update()
|
||||
|
|
File diff suppressed because it is too large
Load Diff
|
@ -20,12 +20,15 @@ Trio - Qt integration
|
|||
Run ``trio`` in guest mode on top of the Qt event loop.
|
||||
All global Qt runtime settings are mostly defined here.
|
||||
"""
|
||||
import os
|
||||
import signal
|
||||
from functools import partial
|
||||
import traceback
|
||||
from typing import Tuple, Callable, Dict, Any
|
||||
|
||||
# Qt specific
|
||||
import PyQt5 # noqa
|
||||
import pyqtgraph as pg
|
||||
from pyqtgraph import QtGui
|
||||
from PyQt5 import QtCore
|
||||
from PyQt5.QtCore import (
|
||||
|
@ -37,6 +40,12 @@ import tractor
|
|||
from outcome import Error
|
||||
|
||||
|
||||
# pyqtgraph global config
|
||||
# might as well enable this for now?
|
||||
pg.useOpenGL = True
|
||||
pg.enableExperimental = True
|
||||
|
||||
|
||||
# singleton app per actor
|
||||
_qt_app: QtGui.QApplication = None
|
||||
_qt_win: QtGui.QMainWindow = None
|
||||
|
@ -67,6 +76,17 @@ class MainWindow(QtGui.QMainWindow):
|
|||
self.setMinimumSize(*self.size)
|
||||
self.setWindowTitle(self.title)
|
||||
|
||||
def closeEvent(
|
||||
self,
|
||||
event: 'QCloseEvent'
|
||||
) -> None:
|
||||
"""Cancel the root actor asap.
|
||||
|
||||
"""
|
||||
# raising KBI seems to get intercepted by by Qt so just use the
|
||||
# system.
|
||||
os.kill(os.getpid(), signal.SIGINT)
|
||||
|
||||
|
||||
def run_qtractor(
|
||||
func: Callable,
|
||||
|
@ -115,11 +135,15 @@ def run_qtractor(
|
|||
|
||||
def done_callback(outcome):
|
||||
|
||||
print(f"Outcome: {outcome}")
|
||||
|
||||
if isinstance(outcome, Error):
|
||||
exc = outcome.error
|
||||
traceback.print_exception(type(exc), exc, exc.__traceback__)
|
||||
|
||||
if isinstance(outcome.error, KeyboardInterrupt):
|
||||
# make it kinda look like ``trio``
|
||||
print("Terminated!")
|
||||
|
||||
else:
|
||||
traceback.print_exception(type(exc), exc, exc.__traceback__)
|
||||
|
||||
app.quit()
|
||||
|
||||
|
@ -154,6 +178,7 @@ def run_qtractor(
|
|||
main,
|
||||
run_sync_soon_threadsafe=run_sync_soon_threadsafe,
|
||||
done_callback=done_callback,
|
||||
# restrict_keyboard_interrupt_to_checkpoints=True,
|
||||
)
|
||||
|
||||
window.main_widget = main_widget
|
||||
|
|
|
@ -17,39 +17,44 @@
|
|||
"""
|
||||
Chart graphics for displaying a slew of different data types.
|
||||
"""
|
||||
|
||||
# import time
|
||||
import inspect
|
||||
from typing import List, Optional, Tuple
|
||||
|
||||
import numpy as np
|
||||
import pyqtgraph as pg
|
||||
# from numba import jit, float64, optional, int64
|
||||
from numba import jit, float64, int64 # , optional
|
||||
# from numba import types as ntypes
|
||||
from PyQt5 import QtCore, QtGui
|
||||
from PyQt5.QtCore import QLineF, QPointF
|
||||
|
||||
# from .._profile import timeit
|
||||
from .._profile import timeit
|
||||
# from ..data._source import numba_ohlc_dtype
|
||||
from ._style import (
|
||||
_xaxis_at,
|
||||
hcolor,
|
||||
_font,
|
||||
_down_2_font_inches_we_like,
|
||||
)
|
||||
from ._axes import YAxisLabel, XAxisLabel, YSticky
|
||||
|
||||
|
||||
# XXX: these settings seem to result in really decent mouse scroll
|
||||
# latency (in terms of perceived lag in cross hair) so really be sure
|
||||
# there's an improvement if you want to change it.
|
||||
_mouse_rate_limit = 60 # calc current screen refresh rate?
|
||||
# there's an improvement if you want to change it!
|
||||
_mouse_rate_limit = 60 # TODO; should we calc current screen refresh rate?
|
||||
_debounce_delay = 1 / 2e3
|
||||
_ch_label_opac = 1
|
||||
|
||||
|
||||
# TODO: we need to handle the case where index is outside
|
||||
# the underlying datums range
|
||||
class LineDot(pg.CurvePoint):
|
||||
|
||||
def __init__(
|
||||
self,
|
||||
curve: pg.PlotCurveItem,
|
||||
index: int,
|
||||
plot: 'ChartPlotWidget',
|
||||
pos=None,
|
||||
size: int = 2, # in pxs
|
||||
color: str = 'default_light',
|
||||
|
@ -61,6 +66,7 @@ class LineDot(pg.CurvePoint):
|
|||
pos=pos,
|
||||
rotate=False,
|
||||
)
|
||||
self._plot = plot
|
||||
|
||||
# TODO: get pen from curve if not defined?
|
||||
cdefault = hcolor(color)
|
||||
|
@ -80,6 +86,31 @@ class LineDot(pg.CurvePoint):
|
|||
# keep a static size
|
||||
self.setFlag(self.ItemIgnoresTransformations)
|
||||
|
||||
def event(
|
||||
self,
|
||||
ev: QtCore.QEvent,
|
||||
) -> None:
|
||||
# print((ev, type(ev)))
|
||||
if not isinstance(ev, QtCore.QDynamicPropertyChangeEvent) or self.curve() is None:
|
||||
return False
|
||||
|
||||
# if ev.propertyName() == 'index':
|
||||
# print(ev)
|
||||
# # self.setProperty
|
||||
|
||||
(x, y) = self.curve().getData()
|
||||
index = self.property('index')
|
||||
# first = self._plot._ohlc[0]['index']
|
||||
# first = x[0]
|
||||
# i = index - first
|
||||
i = index - x[0]
|
||||
if i > 0 and i < len(y):
|
||||
newPos = (index, y[i])
|
||||
QtGui.QGraphicsItem.setPos(self, *newPos)
|
||||
return True
|
||||
|
||||
return False
|
||||
|
||||
|
||||
_corner_anchors = {
|
||||
'top': 0,
|
||||
|
@ -91,8 +122,9 @@ _corner_anchors = {
|
|||
_corner_margins = {
|
||||
('top', 'left'): (-4, -5),
|
||||
('top', 'right'): (4, -5),
|
||||
('bottom', 'left'): (-4, 5),
|
||||
('bottom', 'right'): (4, 5),
|
||||
|
||||
('bottom', 'left'): (-4, lambda font_size: font_size * 2),
|
||||
('bottom', 'right'): (4, lambda font_size: font_size * 2),
|
||||
}
|
||||
|
||||
|
||||
|
@ -109,7 +141,10 @@ class ContentsLabel(pg.LabelItem):
|
|||
font_size: Optional[int] = None,
|
||||
) -> None:
|
||||
font_size = font_size or _font.font.pixelSize()
|
||||
super().__init__(justify=justify_text, size=f'{str(font_size)}px')
|
||||
super().__init__(
|
||||
justify=justify_text,
|
||||
size=f'{str(font_size)}px'
|
||||
)
|
||||
|
||||
# anchor to viewbox
|
||||
self.setParentItem(chart._vb)
|
||||
|
@ -120,6 +155,10 @@ class ContentsLabel(pg.LabelItem):
|
|||
index = (_corner_anchors[h], _corner_anchors[v])
|
||||
margins = _corner_margins[(v, h)]
|
||||
|
||||
ydim = margins[1]
|
||||
if inspect.isfunction(margins[1]):
|
||||
margins = margins[0], ydim(font_size)
|
||||
|
||||
self.anchor(itemPos=index, parentPos=index, offset=margins)
|
||||
|
||||
def update_from_ohlc(
|
||||
|
@ -129,15 +168,19 @@ class ContentsLabel(pg.LabelItem):
|
|||
array: np.ndarray,
|
||||
) -> None:
|
||||
# this being "html" is the dumbest shit :eyeroll:
|
||||
first = array[0]['index']
|
||||
|
||||
self.setText(
|
||||
"<b>i</b>:{index}<br/>"
|
||||
"<b>O</b>:{}<br/>"
|
||||
"<b>H</b>:{}<br/>"
|
||||
"<b>L</b>:{}<br/>"
|
||||
"<b>C</b>:{}<br/>"
|
||||
"<b>V</b>:{}".format(
|
||||
# *self._array[index].item()[2:8],
|
||||
*array[index].item()[2:8],
|
||||
"<b>V</b>:{}<br/>"
|
||||
"<b>wap</b>:{}".format(
|
||||
*array[index - first][
|
||||
['open', 'high', 'low', 'close', 'volume', 'bar_wap']
|
||||
],
|
||||
name=name,
|
||||
index=index,
|
||||
)
|
||||
|
@ -149,8 +192,10 @@ class ContentsLabel(pg.LabelItem):
|
|||
index: int,
|
||||
array: np.ndarray,
|
||||
) -> None:
|
||||
data = array[index][name]
|
||||
self.setText(f"{name}: {data:.2f}")
|
||||
first = array[0]['index']
|
||||
if index < array[-1]['index'] and index > first:
|
||||
data = array[index - first][name]
|
||||
self.setText(f"{name}: {data:.2f}")
|
||||
|
||||
|
||||
class CrossHair(pg.GraphicsObject):
|
||||
|
@ -246,7 +291,7 @@ class CrossHair(pg.GraphicsObject):
|
|||
) -> LineDot:
|
||||
# if this plot contains curves add line dot "cursors" to denote
|
||||
# the current sample under the mouse
|
||||
cursor = LineDot(curve, index=len(plot._array))
|
||||
cursor = LineDot(curve, index=plot._ohlc[-1]['index'], plot=plot)
|
||||
plot.addItem(cursor)
|
||||
self.graphics[plot].setdefault('cursors', []).append(cursor)
|
||||
return cursor
|
||||
|
@ -308,8 +353,9 @@ class CrossHair(pg.GraphicsObject):
|
|||
plot.update_contents_labels(ix)
|
||||
|
||||
# update all subscribed curve dots
|
||||
# first = plot._ohlc[0]['index']
|
||||
for cursor in opts.get('cursors', ()):
|
||||
cursor.setIndex(ix)
|
||||
cursor.setIndex(ix) # - first)
|
||||
|
||||
# update the label on the bottom of the crosshair
|
||||
self.xaxis_label.update_label(
|
||||
|
@ -332,96 +378,127 @@ class CrossHair(pg.GraphicsObject):
|
|||
return self.plots[0].boundingRect()
|
||||
|
||||
|
||||
# @jit(
|
||||
# # float64[:](
|
||||
# # float64[:],
|
||||
# # optional(float64),
|
||||
# # optional(int16)
|
||||
# # ),
|
||||
# nopython=True,
|
||||
# nogil=True
|
||||
# )
|
||||
def _mk_lines_array(data: List, size: int) -> np.ndarray:
|
||||
"""Create an ndarray to hold lines graphics objects.
|
||||
def _mk_lines_array(
|
||||
data: List,
|
||||
size: int,
|
||||
elements_step: int = 6,
|
||||
) -> np.ndarray:
|
||||
"""Create an ndarray to hold lines graphics info.
|
||||
|
||||
"""
|
||||
return np.zeros_like(
|
||||
data,
|
||||
shape=(int(size), 3),
|
||||
shape=(int(size), elements_step),
|
||||
dtype=object,
|
||||
)
|
||||
|
||||
|
||||
# TODO: `numba` this?
|
||||
def lines_from_ohlc(row: np.ndarray, w: float) -> Tuple[QLineF]:
|
||||
open, high, low, close, index = row[
|
||||
['open', 'high', 'low', 'close', 'index']]
|
||||
|
||||
# @jit(
|
||||
# # float64[:](
|
||||
# # float64[:],
|
||||
# # optional(float64),
|
||||
# # optional(int16)
|
||||
# # ),
|
||||
# nopython=True,
|
||||
# nogil=True
|
||||
# )
|
||||
def bars_from_ohlc(
|
||||
# high -> low vertical (body) line
|
||||
if low != high:
|
||||
hl = QLineF(index, low, index, high)
|
||||
else:
|
||||
# XXX: if we don't do it renders a weird rectangle?
|
||||
# see below for filtering this later...
|
||||
hl = None
|
||||
|
||||
# NOTE: place the x-coord start as "middle" of the drawing range such
|
||||
# that the open arm line-graphic is at the left-most-side of
|
||||
# the index's range according to the view mapping.
|
||||
|
||||
# open line
|
||||
o = QLineF(index - w, open, index, open)
|
||||
# close line
|
||||
c = QLineF(index, close, index + w, close)
|
||||
|
||||
return [hl, o, c]
|
||||
|
||||
|
||||
@jit(
|
||||
# TODO: for now need to construct this manually for readonly arrays, see
|
||||
# https://github.com/numba/numba/issues/4511
|
||||
# ntypes.Tuple((float64[:], float64[:], float64[:]))(
|
||||
# numba_ohlc_dtype[::1], # contiguous
|
||||
# int64,
|
||||
# optional(float64),
|
||||
# ),
|
||||
nopython=True,
|
||||
nogil=True
|
||||
)
|
||||
def path_arrays_from_ohlc(
|
||||
data: np.ndarray,
|
||||
w: float,
|
||||
start: int = 0,
|
||||
start: int64,
|
||||
bar_gap: float64 = 0.43,
|
||||
) -> np.ndarray:
|
||||
"""Generate an array of lines objects from input ohlc data.
|
||||
|
||||
"""
|
||||
lines = _mk_lines_array(data, data.shape[0])
|
||||
size = int(data.shape[0] * 6)
|
||||
|
||||
for i, q in enumerate(data[start:], start=start):
|
||||
open, high, low, close, index = q[
|
||||
['open', 'high', 'low', 'close', 'index']]
|
||||
x = np.zeros(
|
||||
# data,
|
||||
shape=size,
|
||||
dtype=float64,
|
||||
)
|
||||
y, c = x.copy(), x.copy()
|
||||
|
||||
# high -> low vertical (body) line
|
||||
if low != high:
|
||||
hl = QLineF(index, low, index, high)
|
||||
else:
|
||||
# XXX: if we don't do it renders a weird rectangle?
|
||||
# see below for filtering this later...
|
||||
hl = None
|
||||
# TODO: report bug for assert @
|
||||
# /home/goodboy/repos/piker/env/lib/python3.8/site-packages/numba/core/typing/builtins.py:991
|
||||
for i, q in enumerate(data[start:], start):
|
||||
|
||||
# NOTE: place the x-coord start as "middle" of the drawing range such
|
||||
# that the open arm line-graphic is at the left-most-side of
|
||||
# the index's range according to the view mapping.
|
||||
# TODO: ask numba why this doesn't work..
|
||||
# open, high, low, close, index = q[
|
||||
# ['open', 'high', 'low', 'close', 'index']]
|
||||
|
||||
# open line
|
||||
o = QLineF(index - w, open, index, open)
|
||||
# close line
|
||||
c = QLineF(index, close, index + w, close)
|
||||
open = q['open']
|
||||
high = q['high']
|
||||
low = q['low']
|
||||
close = q['close']
|
||||
index = float64(q['index'])
|
||||
|
||||
# indexing here is as per the below comments
|
||||
lines[i] = (hl, o, c)
|
||||
istart = i * 6
|
||||
istop = istart + 6
|
||||
|
||||
# XXX: in theory we could get a further speedup by using a flat
|
||||
# array and avoiding the call to `np.ravel()` below?
|
||||
# lines[3*i:3*i+3] = (hl, o, c)
|
||||
# x,y detail the 6 points which connect all vertexes of a ohlc bar
|
||||
x[istart:istop] = (
|
||||
index - bar_gap,
|
||||
index,
|
||||
index,
|
||||
index,
|
||||
index,
|
||||
index + bar_gap,
|
||||
)
|
||||
y[istart:istop] = (
|
||||
open,
|
||||
open,
|
||||
low,
|
||||
high,
|
||||
close,
|
||||
close,
|
||||
)
|
||||
|
||||
# XXX: legacy code from candles custom graphics:
|
||||
# if not _tina_mode:
|
||||
# else _tina_mode:
|
||||
# self.lines = lines = np.concatenate(
|
||||
# [high_to_low, open_sticks, close_sticks])
|
||||
# use traditional up/down green/red coloring
|
||||
# long_bars = np.resize(Quotes.close > Quotes.open, len(lines))
|
||||
# short_bars = np.resize(
|
||||
# Quotes.close < Quotes.open, len(lines))
|
||||
# specifies that the first edge is never connected to the
|
||||
# prior bars last edge thus providing a small "gap"/"space"
|
||||
# between bars determined by ``bar_gap``.
|
||||
c[istart:istop] = (0, 1, 1, 1, 1, 1)
|
||||
|
||||
# ups = lines[long_bars]
|
||||
# downs = lines[short_bars]
|
||||
return x, y, c
|
||||
|
||||
# # draw "up" bars
|
||||
# p.setPen(self.bull_brush)
|
||||
# p.drawLines(*ups)
|
||||
|
||||
# # draw "down" bars
|
||||
# p.setPen(self.bear_brush)
|
||||
# p.drawLines(*downs)
|
||||
# @timeit
|
||||
def gen_qpath(
|
||||
data,
|
||||
start, # XXX: do we need this?
|
||||
w,
|
||||
) -> QtGui.QPainterPath:
|
||||
|
||||
return lines
|
||||
x, y, c = path_arrays_from_ohlc(data, start, bar_gap=w)
|
||||
|
||||
# TODO: numba the internals of this!
|
||||
return pg.functions.arrayToQPath(x, y, connect=c)
|
||||
|
||||
|
||||
class BarItems(pg.GraphicsObject):
|
||||
|
@ -431,11 +508,10 @@ class BarItems(pg.GraphicsObject):
|
|||
|
||||
# 0.5 is no overlap between arms, 1.0 is full overlap
|
||||
w: float = 0.43
|
||||
bars_pen = pg.mkPen(hcolor('bracket'))
|
||||
|
||||
# XXX: tina mode, see below
|
||||
# bull_brush = pg.mkPen('#00cc00')
|
||||
# bear_brush = pg.mkPen('#fa0000')
|
||||
# XXX: for the mega-lulz increasing width here increases draw latency...
|
||||
# so probably don't do it until we figure that out.
|
||||
bars_pen = pg.mkPen(hcolor('bracket'))
|
||||
|
||||
def __init__(
|
||||
self,
|
||||
|
@ -443,95 +519,87 @@ class BarItems(pg.GraphicsObject):
|
|||
plotitem: 'pg.PlotItem', # noqa
|
||||
) -> None:
|
||||
super().__init__()
|
||||
self.last = QtGui.QPicture()
|
||||
self.history = QtGui.QPicture()
|
||||
# TODO: implement updateable pixmap solution
|
||||
|
||||
self.last_bar = QtGui.QPicture()
|
||||
|
||||
self.path = QtGui.QPainterPath()
|
||||
# self._h_path = QtGui.QGraphicsPathItem(self.path)
|
||||
|
||||
self._pi = plotitem
|
||||
# self._scene = plotitem.vb.scene()
|
||||
# self.picture = QtGui.QPixmap(1000, 300)
|
||||
# plotitem.addItem(self.picture)
|
||||
# self._pmi = None
|
||||
# self._pmi = self._scene.addPixmap(self.picture)
|
||||
|
||||
self._xrange: Tuple[int, int]
|
||||
self._yrange: Tuple[float, float]
|
||||
|
||||
# XXX: not sure this actually needs to be an array other
|
||||
# then for the old tina mode calcs for up/down bars below?
|
||||
# lines container
|
||||
self.lines = _mk_lines_array([], 50e3)
|
||||
# self.lines = _mk_lines_array([], 50e3, 6)
|
||||
|
||||
# TODO: don't render the full backing array each time
|
||||
# self._path_data = None
|
||||
self._last_bar_lines: Optional[Tuple[QLineF, ...]] = None
|
||||
|
||||
# track the current length of drawable lines within the larger array
|
||||
self.index: int = 0
|
||||
self.start_index: int = 0
|
||||
self.stop_index: int = 0
|
||||
|
||||
# @timeit
|
||||
def draw_from_data(
|
||||
self,
|
||||
data: np.ndarray,
|
||||
start: int = 0,
|
||||
):
|
||||
) -> QtGui.QPainterPath:
|
||||
"""Draw OHLC datum graphics from a ``np.ndarray``.
|
||||
|
||||
This routine is usually only called to draw the initial history.
|
||||
"""
|
||||
lines = bars_from_ohlc(data, self.w, start=start)
|
||||
self.path = gen_qpath(data, start, self.w)
|
||||
|
||||
# save graphics for later reference and keep track
|
||||
# of current internal "last index"
|
||||
index = len(lines)
|
||||
self.lines[:index] = lines
|
||||
self.index = index
|
||||
# self.start_index = len(data)
|
||||
index = data['index']
|
||||
self._xrange = (index[0], index[-1])
|
||||
self._yrange = (
|
||||
np.nanmax(data['high']),
|
||||
np.nanmin(data['low']),
|
||||
)
|
||||
|
||||
# up to last to avoid double draw of last bar
|
||||
self.draw_lines(just_history=True, iend=self.index - 1)
|
||||
self.draw_lines(iend=self.index)
|
||||
self._last_bar_lines = lines_from_ohlc(data[-1], self.w)
|
||||
|
||||
# @timeit
|
||||
def draw_lines(
|
||||
self,
|
||||
istart=0,
|
||||
iend=None,
|
||||
just_history=False,
|
||||
# TODO: could get even fancier and only update the single close line?
|
||||
lines=None,
|
||||
) -> None:
|
||||
"""Draw the current line set using the painter.
|
||||
"""
|
||||
if just_history:
|
||||
# draw bars for the "history" picture
|
||||
iend = iend or self.index - 1
|
||||
pic = self.history
|
||||
else:
|
||||
# draw the last bar
|
||||
istart = self.index - 1
|
||||
iend = iend or self.index
|
||||
pic = self.last
|
||||
# create pics
|
||||
# self.draw_history()
|
||||
self.draw_last_bar()
|
||||
|
||||
# use 2d array of lines objects, see conlusion on speed:
|
||||
# https://stackoverflow.com/a/60089929
|
||||
flat = np.ravel(self.lines[istart:iend])
|
||||
|
||||
# TODO: do this with numba for speed gain:
|
||||
# https://stackoverflow.com/questions/58422690/filtering-a-numpy-array-what-is-the-best-approach
|
||||
to_draw = flat[np.where(flat != None)] # noqa
|
||||
|
||||
# pre-computing a QPicture object allows paint() to run much
|
||||
# more quickly, rather than re-drawing the shapes every time.
|
||||
p = QtGui.QPainter(pic)
|
||||
p.setPen(self.bars_pen)
|
||||
|
||||
# TODO: is there any way to not have to pass all the lines every
|
||||
# iteration? It seems they won't draw unless it's done this way..
|
||||
p.drawLines(*to_draw)
|
||||
p.end()
|
||||
|
||||
# XXX: if we ever try using `QPixmap` again...
|
||||
# if self._pmi is None:
|
||||
# self._pmi = self.scene().addPixmap(self.picture)
|
||||
# else:
|
||||
# self._pmi.setPixmap(self.picture)
|
||||
|
||||
# trigger re-render
|
||||
# trigger render
|
||||
# https://doc.qt.io/qt-5/qgraphicsitem.html#update
|
||||
self.update()
|
||||
|
||||
return self.path
|
||||
|
||||
# def update_ranges(
|
||||
# self,
|
||||
# xmn: int,
|
||||
# xmx: int,
|
||||
# ymn: float,
|
||||
# ymx: float,
|
||||
# ) -> None:
|
||||
# ...
|
||||
|
||||
|
||||
def draw_last_bar(self) -> None:
|
||||
"""Currently this draws lines to a cached ``QPicture`` which
|
||||
is supposed to speed things up on ``.paint()`` calls (which
|
||||
is a call to ``QPainter.drawPicture()`` but I'm not so sure.
|
||||
|
||||
"""
|
||||
p = QtGui.QPainter(self.last_bar)
|
||||
p.setPen(self.bars_pen)
|
||||
p.drawLines(*tuple(filter(bool, self._last_bar_lines)))
|
||||
p.end()
|
||||
|
||||
# @timeit
|
||||
def update_from_array(
|
||||
self,
|
||||
array: np.ndarray,
|
||||
|
@ -545,32 +613,65 @@ class BarItems(pg.GraphicsObject):
|
|||
graphics object, and then update/rerender, but here we're
|
||||
assuming the prior graphics havent changed (OHLC history rarely
|
||||
does) so this "should" be simpler and faster.
|
||||
|
||||
This routine should be made (transitively) as fast as possible.
|
||||
"""
|
||||
index = self.index
|
||||
length = len(array)
|
||||
extra = length - index
|
||||
# index = self.start_index
|
||||
istart, istop = self._xrange
|
||||
|
||||
# start_bar_to_update = index - 100
|
||||
index = array['index']
|
||||
first_index, last_index = index[0], index[-1]
|
||||
|
||||
# length = len(array)
|
||||
prepend_length = istart - first_index
|
||||
append_length = last_index - istop
|
||||
|
||||
# TODO: allow mapping only a range of lines thus
|
||||
# only drawing as many bars as exactly specified.
|
||||
|
||||
if prepend_length:
|
||||
|
||||
# new history was added and we need to render a new path
|
||||
new_bars = array[:prepend_length]
|
||||
prepend_path = gen_qpath(new_bars, 0, self.w)
|
||||
|
||||
# XXX: SOMETHING IS MAYBE FISHY HERE what with the old_path
|
||||
# y value not matching the first value from
|
||||
# array[prepend_length + 1] ???
|
||||
|
||||
# update path
|
||||
old_path = self.path
|
||||
self.path = prepend_path
|
||||
self.path.addPath(old_path)
|
||||
|
||||
if append_length:
|
||||
# generate new lines objects for updatable "current bar"
|
||||
self._last_bar_lines = lines_from_ohlc(array[-1], self.w)
|
||||
self.draw_last_bar()
|
||||
|
||||
if extra > 0:
|
||||
# generate new graphics to match provided array
|
||||
new = array[index:index + extra]
|
||||
lines = bars_from_ohlc(new, self.w)
|
||||
bars_added = len(lines)
|
||||
self.lines[index:index + bars_added] = lines
|
||||
self.index += bars_added
|
||||
# path appending logic:
|
||||
# we need to get the previous "current bar(s)" for the time step
|
||||
# and convert it to a sub-path to append to the historical set
|
||||
# new_bars = array[istop - 1:istop + append_length - 1]
|
||||
new_bars = array[-append_length - 1:-1]
|
||||
append_path = gen_qpath(new_bars, 0, self.w)
|
||||
self.path.moveTo(float(istop - self.w), float(new_bars[0]['open']))
|
||||
self.path.addPath(append_path)
|
||||
|
||||
# start_bar_to_update = index - bars_added
|
||||
self.draw_lines(just_history=True)
|
||||
if just_history:
|
||||
return
|
||||
self._xrange = first_index, last_index
|
||||
|
||||
# current bar update
|
||||
if just_history:
|
||||
self.update()
|
||||
return
|
||||
|
||||
# last bar update
|
||||
i, o, h, l, last, v = array[-1][
|
||||
['index', 'open', 'high', 'low', 'close', 'volume']
|
||||
]
|
||||
assert i == self.index - 1
|
||||
body, larm, rarm = self.lines[i]
|
||||
# assert i == self.start_index - 1
|
||||
assert i == last_index
|
||||
body, larm, rarm = self._last_bar_lines
|
||||
|
||||
# XXX: is there a faster way to modify this?
|
||||
rarm.setLine(rarm.x1(), last, rarm.x2(), last)
|
||||
|
@ -579,16 +680,26 @@ class BarItems(pg.GraphicsObject):
|
|||
|
||||
if l != h: # noqa
|
||||
if body is None:
|
||||
body = self.lines[index - 1][0] = QLineF(i, l, i, h)
|
||||
body = self._last_bar_lines[0] = QLineF(i, l, i, h)
|
||||
else:
|
||||
# update body
|
||||
body.setLine(i, l, i, h)
|
||||
else:
|
||||
# XXX: h == l -> remove any HL line to avoid render bug
|
||||
if body is not None:
|
||||
body = self.lines[index - 1][0] = None
|
||||
|
||||
self.draw_lines(just_history=False)
|
||||
# XXX: pretty sure this is causing an issue where the bar has
|
||||
# a large upward move right before the next sample and the body
|
||||
# is getting set to None since the next bar is flat but the shm
|
||||
# array index update wasn't read by the time this code runs. Iow
|
||||
# we're doing this removal of the body for a bar index that is
|
||||
# now out of date / from some previous sample. It's weird
|
||||
# though because i've seen it do this to bars i - 3 back?
|
||||
|
||||
# else:
|
||||
# # XXX: h == l -> remove any HL line to avoid render bug
|
||||
# if body is not None:
|
||||
# body = self.lines[index - 1][0] = None
|
||||
|
||||
self.draw_last_bar()
|
||||
self.update()
|
||||
|
||||
# @timeit
|
||||
def paint(self, p, opt, widget):
|
||||
|
@ -606,33 +717,36 @@ class BarItems(pg.GraphicsObject):
|
|||
# as is necesarry for what's in "view". Not sure if this will
|
||||
# lead to any perf gains other then when zoomed in to less bars
|
||||
# in view.
|
||||
p.drawPicture(0, 0, self.history)
|
||||
p.drawPicture(0, 0, self.last)
|
||||
p.drawPicture(0, 0, self.last_bar)
|
||||
|
||||
# TODO: if we can ever make pixmaps work...
|
||||
# p.drawPixmap(0, 0, self.picture)
|
||||
# self._pmi.setPixmap(self.picture)
|
||||
# print(self.scene())
|
||||
|
||||
# profiler('bars redraw:')
|
||||
p.setPen(self.bars_pen)
|
||||
p.drawPath(self.path)
|
||||
|
||||
# @timeit
|
||||
def boundingRect(self):
|
||||
# TODO: can we do rect caching to make this faster?
|
||||
|
||||
# Qt docs: https://doc.qt.io/qt-5/qgraphicsitem.html#boundingRect
|
||||
|
||||
# TODO: Can we do rect caching to make this faster
|
||||
# like `pg.PlotCurveItem` does? In theory it's just
|
||||
# computing max/min stuff again like we do in the udpate loop
|
||||
# anyway. Not really sure it's necessary since profiling already
|
||||
# shows this method is faf.
|
||||
|
||||
# boundingRect _must_ indicate the entire area that will be
|
||||
# drawn on or else we will get artifacts and possibly crashing.
|
||||
# (in this case, QPicture does all the work of computing the
|
||||
# bounding rect for us).
|
||||
|
||||
# compute aggregate bounding rectangle
|
||||
lb = self.last.boundingRect()
|
||||
hb = self.history.boundingRect()
|
||||
lb = self.last_bar.boundingRect()
|
||||
hb = self.path.boundingRect()
|
||||
|
||||
return QtCore.QRectF(
|
||||
# top left
|
||||
QtCore.QPointF(hb.topLeft()),
|
||||
# total size
|
||||
QtCore.QSizeF(lb.size() + hb.size())
|
||||
QtCore.QSizeF(QtCore.QSizeF(lb.size()) + hb.size())
|
||||
# QtCore.QSizeF(lb.size() + hb.size())
|
||||
)
|
||||
|
||||
|
||||
|
@ -785,7 +899,7 @@ class L1Labels:
|
|||
chart: 'ChartPlotWidget', # noqa
|
||||
digits: int = 2,
|
||||
size_digits: int = 0,
|
||||
font_size_inches: float = 4 / 53.,
|
||||
font_size_inches: float = _down_2_font_inches_we_like,
|
||||
) -> None:
|
||||
|
||||
self.chart = chart
|
||||
|
@ -839,7 +953,9 @@ def level_line(
|
|||
digits: int = 1,
|
||||
|
||||
# size 4 font on 4k screen scaled down, so small-ish.
|
||||
font_size_inches: float = 4 / 53.,
|
||||
font_size_inches: float = _down_2_font_inches_we_like,
|
||||
|
||||
show_label: bool = True,
|
||||
|
||||
**linelabelkwargs
|
||||
) -> LevelLine:
|
||||
|
@ -859,6 +975,7 @@ def level_line(
|
|||
**linelabelkwargs
|
||||
)
|
||||
label.update_from_data(0, level)
|
||||
|
||||
# TODO: can we somehow figure out a max value from the parent axis?
|
||||
label._size_br_from_str(label.label_str)
|
||||
|
||||
|
@ -874,4 +991,7 @@ def level_line(
|
|||
|
||||
chart.plotItem.addItem(line)
|
||||
|
||||
if not show_label:
|
||||
label.hide()
|
||||
|
||||
return line
|
||||
|
|
|
@ -245,7 +245,7 @@ class ChartView(ViewBox):
|
|||
log.debug("Max zoom bruh...")
|
||||
return
|
||||
|
||||
if ev.delta() < 0 and vl >= len(self.linked_charts._array) + 666:
|
||||
if ev.delta() < 0 and vl >= len(self.linked_charts.chart._ohlc) + 666:
|
||||
log.debug("Min zoom bruh...")
|
||||
return
|
||||
|
||||
|
@ -268,9 +268,9 @@ class ChartView(ViewBox):
|
|||
# ).map(furthest_right_coord)
|
||||
# )
|
||||
|
||||
# This seems like the most "intuitive option, a hybrdid of
|
||||
# This seems like the most "intuitive option, a hybrid of
|
||||
# tws and tv styles
|
||||
last_bar = pg.Point(rbar)
|
||||
last_bar = pg.Point(int(rbar))
|
||||
|
||||
self._resetTarget()
|
||||
self.scaleBy(s, last_bar)
|
||||
|
|
|
@ -18,6 +18,7 @@
|
|||
Qt UI styling.
|
||||
"""
|
||||
from typing import Optional
|
||||
import math
|
||||
|
||||
import pyqtgraph as pg
|
||||
from PyQt5 import QtCore, QtGui
|
||||
|
@ -27,10 +28,9 @@ from ..log import get_logger
|
|||
|
||||
log = get_logger(__name__)
|
||||
|
||||
# chart-wide font
|
||||
# font size 6px / 53 dpi (3x scaled down on 4k hidpi)
|
||||
_default_font_inches_we_like = 6 / 53 # px / (px / inch) = inch
|
||||
_down_2_font_inches_we_like = 4 / 53
|
||||
# chart-wide fonts specified in inches
|
||||
_default_font_inches_we_like = 6 / 96
|
||||
_down_2_font_inches_we_like = 5 / 96
|
||||
|
||||
|
||||
class DpiAwareFont:
|
||||
|
@ -66,8 +66,12 @@ class DpiAwareFont:
|
|||
listed in the script in ``snippets/qt_screen_info.py``.
|
||||
|
||||
"""
|
||||
dpi = screen.physicalDotsPerInch()
|
||||
font_size = round(self._iwl * dpi)
|
||||
# take the max since scaling can make things ugly in some cases
|
||||
pdpi = screen.physicalDotsPerInch()
|
||||
ldpi = screen.logicalDotsPerInch()
|
||||
dpi = max(pdpi, ldpi)
|
||||
|
||||
font_size = math.floor(self._iwl * dpi)
|
||||
log.info(
|
||||
f"\nscreen:{screen.name()} with DPI: {dpi}"
|
||||
f"\nbest font size is {font_size}\n"
|
||||
|
|
Loading…
Reference in New Issue