piker/piker/brokers/questrade.py

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"""
Questrade API backend.
"""
import time
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from datetime import datetime
from functools import partial
import configparser
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from typing import List, Tuple, Dict, Any
import trio
from async_generator import asynccontextmanager
from ..calc import humanize, percent_change
from . import config
from ._util import resproc, BrokerError
from ..log import get_logger, colorize_json
# TODO: move to urllib3/requests once supported
import asks
asks.init('trio')
log = get_logger(__name__)
_refresh_token_ep = 'https://login.questrade.com/oauth2/'
_version = 'v1'
_rate_limit = 3 # queries/sec
class QuestradeError(Exception):
"Non-200 OK response code"
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class _API:
"""Questrade API endpoints exposed as methods and wrapped with an
http session.
"""
def __init__(self, session: asks.Session):
self._sess = session
async def _request(self, path: str, params=None) -> dict:
resp = await self._sess.get(path=f'/{path}', params=params)
return resproc(resp, log)
async def accounts(self) -> dict:
return await self._request('accounts')
async def time(self) -> dict:
return await self._request('time')
async def markets(self) -> dict:
return await self._request('markets')
async def search(self, prefix: str) -> dict:
return await self._request(
'symbols/search', params={'prefix': prefix})
async def symbols(self, ids: str = '', names: str = '') -> dict:
log.debug(f"Symbol lookup for {ids or names}")
return await self._request(
'symbols', params={'ids': ids, 'names': names})
async def quotes(self, ids: str) -> dict:
return await self._request('markets/quotes', params={'ids': ids})
async def candles(self, id: str, start: str, end, interval) -> dict:
return await self._request(f'markets/candles/{id}', params={})
async def balances(self, id: str) -> dict:
return await self._request(f'accounts/{id}/balances')
async def postions(self, id: str) -> dict:
return await self._request(f'accounts/{id}/positions')
async def option_contracts(self, symbol_id: str) -> dict:
"Retrieve all option contract API ids with expiry -> strike prices."
contracts = await self._request(f'symbols/{symbol_id}/options')
return contracts['optionChain']
async def option_quotes(
self,
contracts: Dict[int, Dict[str, dict]],
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option_ids: List[int] = [], # if you don't want them all
) -> dict:
"Retrieve option chain quotes for all option ids or by filter(s)."
filters = [
{
"underlyingId": int(symbol_id),
"expiryDate": str(expiry),
}
# every expiry per symbol id
for symbol_id, expiries in contracts.items()
for expiry in expiries
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]
resp = await self._sess.post(
path=f'/markets/quotes/options',
json={'filters': filters, 'optionIds': option_ids}
)
return resproc(resp, log)['optionQuotes']
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class Client:
"""API client suitable for use as a long running broker daemon or
single api requests.
Provides a high-level api which wraps the underlying endpoint calls.
"""
def __init__(self, config: configparser.ConfigParser):
self._sess = asks.Session()
self.api = _API(self._sess)
self._conf = config
self.access_data = {}
self.user_data = {}
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self._reload_config(config)
def _reload_config(self, config=None, **kwargs):
log.warn("Reloading access config data")
self._conf = config or get_config(**kwargs)
self.access_data = dict(self._conf['questrade'])
async def _new_auth_token(self) -> dict:
"""Request a new api authorization ``refresh_token``.
Gain api access using either a user provided or existing token.
See the instructions::
http://www.questrade.com/api/documentation/getting-started
http://www.questrade.com/api/documentation/security
"""
resp = await self._sess.get(
_refresh_token_ep + 'token',
params={'grant_type': 'refresh_token',
'refresh_token': self.access_data['refresh_token']}
)
data = resproc(resp, log)
self.access_data.update(data)
return data
def _prep_sess(self) -> None:
"""Fill http session with auth headers and a base url.
"""
data = self.access_data
# set access token header for the session
self._sess.headers.update({
'Authorization': (f"{data['token_type']} {data['access_token']}")})
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# set base API url (asks shorthand)
self._sess.base_location = self.access_data['api_server'] + _version
async def _revoke_auth_token(self) -> None:
"""Revoke api access for the current token.
"""
token = self.access_data['refresh_token']
log.debug(f"Revoking token {token}")
resp = await asks.post(
_refresh_token_ep + 'revoke',
headers={'token': token}
)
return resp
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async def ensure_access(self, force_refresh: bool = False) -> dict:
"""Acquire new ``access_token`` and/or ``refresh_token`` if necessary.
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Checks if the locally cached (file system) ``access_token`` has expired
(based on a ``expires_at`` time stamp stored in the brokers.ini config)
expired (normally has a lifetime of 3 days). If ``false is set then
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and refreshs token if necessary using the ``refresh_token``. If the
``refresh_token`` has expired a new one needs to be provided by the
user.
"""
access_token = self.access_data.get('access_token')
expires = float(self.access_data.get('expires_at', 0))
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expires_stamp = datetime.fromtimestamp(
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expires).strftime('%Y-%m-%d %H:%M:%S')
if not access_token or (expires < time.time()) or force_refresh:
log.debug(
f"Refreshing access token {access_token} which expired at"
f" {expires_stamp}")
try:
data = await self._new_auth_token()
except BrokerError as qterr:
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if "We're making some changes" in str(qterr.args[0]):
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# API service is down
raise QuestradeError("API is down for maintenance")
elif qterr.args[0].decode() == 'Bad Request':
# likely config ``refresh_token`` is expired but may
# be updated in the config file via another piker process
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self._reload_config()
try:
data = await self._new_auth_token()
except BrokerError as qterr:
if qterr.args[0].decode() == 'Bad Request':
# actually expired; get new from user
self._reload_config(force_from_user=True)
data = await self._new_auth_token()
else:
raise QuestradeError(qterr)
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else:
raise qterr
# store absolute token expiry time
self.access_data['expires_at'] = time.time() + float(
data['expires_in'])
# write to config on disk
write_conf(self)
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else:
log.debug(f"\nCurrent access token {access_token} expires at"
f" {expires_stamp}\n")
self._prep_sess()
return self.access_data
async def tickers2ids(self, tickers):
"""Helper routine that take a sequence of ticker symbols and returns
their corresponding QT symbol ids.
"""
data = await self.api.symbols(names=','.join(tickers))
symbols2ids = {}
for ticker, symbol in zip(tickers, data['symbols']):
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symbols2ids[symbol['symbol']] = str(symbol['symbolId'])
return symbols2ids
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async def symbol_data(self, tickers: List[str]):
"""Return symbol data for ``tickers``.
"""
t2ids = await self.tickers2ids(tickers)
ids = ','.join(t2ids.values())
symbols = {}
for pkt in (await self.api.symbols(ids=ids))['symbols']:
symbols[pkt['symbol']] = pkt
return symbols
async def quote(self, tickers: [str]):
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"""Return stock quotes for each ticker in ``tickers``.
"""
t2ids = await self.tickers2ids(tickers)
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ids = ','.join(t2ids.values())
results = (await self.api.quotes(ids=ids))['quotes']
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quotes = {quote['symbol']: quote for quote in results}
# set None for all symbols not found
if len(t2ids) < len(tickers):
for ticker in tickers:
if ticker not in quotes:
quotes[ticker] = None
return quotes
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async def symbol2contracts(
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self,
symbol: str
) -> Tuple[int, Dict[datetime, dict]]:
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"""Return option contract for the given symbol.
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The most useful part is the expiries which can be passed to the option
chain endpoint but specifc contract ids can be pulled here as well.
"""
id = int((await self.tickers2ids([symbol]))[symbol])
contracts = await self.api.option_contracts(id)
return id, {
# convert to native datetime objs for sorting
datetime.fromisoformat(item['expiryDate']):
item for item in contracts
}
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async def get_all_contracts(
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self,
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symbols: List[str],
# {symbol_id: {dt_iso_contract: {strike_price: {contract_id: id}}}}
) -> Dict[int, Dict[str, Dict[int, Any]]]:
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"""Look up all contracts for each symbol in ``symbols`` and return the
of symbol ids to contracts by further organized by expiry and strike
price.
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This routine is a bit slow doing all the contract lookups (a request
per symbol) and thus the return values should be cached for use with
``option_chains()``.
"""
by_id = {}
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for symbol in symbols:
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id, contracts = await self.symbol2contracts(symbol)
by_id[id] = {
dt.isoformat(timespec='microseconds'): {
item['strikePrice']: item for item in
byroot['chainPerRoot'][0]['chainPerStrikePrice']
}
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for dt, byroot in sorted(
# sort by datetime
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contracts.items(),
key=lambda item: item[0]
)
}
return by_id
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async def option_chains(
self,
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# see dict output from ``get_all_contracts()``
contracts: dict,
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) -> Dict[str, Dict[str, Dict[str, Any]]]:
"""Return option chain snap quote for each ticker in ``symbols``.
"""
quotes = await self.api.option_quotes(contracts)
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batch = {}
for quote in quotes:
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batch.setdefault(
quote['underlying'], {}
)[quote['symbol']] = quote
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return batch
async def token_refresher(client):
"""Coninually refresh the ``access_token`` near its expiry time.
"""
while True:
await trio.sleep(
float(client.access_data['expires_at']) - time.time() - .1)
await client.ensure_access(force_refresh=True)
def _token_from_user(conf: 'configparser.ConfigParser') -> None:
"""Get API token from the user on the console.
"""
refresh_token = input("Please provide your Questrade access token: ")
conf['questrade'] = {'refresh_token': refresh_token}
def get_config(force_from_user=False) -> "configparser.ConfigParser":
conf, path = config.load()
if not conf.has_section('questrade') or (
not conf['questrade'].get('refresh_token') or (
force_from_user)
):
log.warn(
f"No valid refresh token could be found in {path}")
_token_from_user(conf)
return conf
def write_conf(client):
"""Save access creds to config file.
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"""
client._conf['questrade'] = client.access_data
config.write(client._conf)
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@asynccontextmanager
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async def get_client() -> Client:
"""Spawn a broker client.
A client must adhere to the method calls in ``piker.broker.core``.
"""
conf = get_config()
log.debug(f"Loaded config:\n{colorize_json(dict(conf['questrade']))}")
client = Client(conf)
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await client.ensure_access()
try:
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log.debug("Check time to ensure access token is valid")
try:
await client.api.time()
except Exception:
# access token is likely no good
log.warn(f"Access token {client.access_data['access_token']} seems"
f" expired, forcing refresh")
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await client.ensure_access(force_refresh=True)
await client.api.time()
accounts = await client.api.accounts()
log.info(f"Available accounts:\n{colorize_json(accounts)}")
yield client
finally:
write_conf(client)
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async def quoter(client: Client, tickers: List[str]):
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"""Stock Quoter context.
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Yeah so fun times..QT has this symbol to ``int`` id lookup system that you
have to use to get any quotes. That means we try to be smart and maintain
a cache of this map lazily as requests from in for new tickers/symbols.
Most of the closure variables here are to deal with that.
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"""
t2ids = {}
ids = ''
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def filter_symbols(quotes_dict: dict):
nonlocal t2ids
for symbol, quote in quotes_dict.items():
if quote['low52w'] is None:
log.warn(
f"{symbol} seems to be defunct discarding from tickers")
t2ids.pop(symbol)
async def get_quote(tickers):
"""Query for quotes using cached symbol ids.
"""
if not tickers:
return {}
nonlocal ids, t2ids
new, current = set(tickers), set(t2ids.keys())
if new != current:
# update ticker ids cache
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log.debug(f"Tickers set changed {new - current}")
t2ids = await client.tickers2ids(tickers)
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# re-save symbol -> ids cache
ids = ','.join(map(str, t2ids.values()))
try:
quotes_resp = await client.api.quotes(ids=ids)
except (QuestradeError, BrokerError) as qterr:
if "Access token is invalid" in str(qterr.args[0]):
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# out-of-process piker actor may have
# renewed already..
client._reload_config()
try:
quotes_resp = await client.api.quotes(ids=ids)
except BrokerError as qterr:
if "Access token is invalid" in str(qterr.args[0]):
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# TODO: this will crash when run from a sub-actor since
# STDIN can't be acquired. The right way to handle this
# is to make a request to the parent actor (i.e.
# spawner of this) to call this
# `client.ensure_access()` locally thus blocking until
# the user provides an API key on the "client side"
await client.ensure_access(force_refresh=True)
quotes_resp = await client.api.quotes(ids=ids)
else:
raise
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# dict packing and post-processing
quotes = {}
for quote in quotes_resp['quotes']:
quotes[quote['symbol']] = quote
if quote.get('delay', 0) > 0:
log.warn(f"Delayed quote:\n{quote}")
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return quotes
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# strip out unknown/invalid symbols
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first_quotes_dict = await get_quote(tickers)
filter_symbols(first_quotes_dict)
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# re-save symbol -> ids cache
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ids = ','.join(map(str, t2ids.values()))
return get_quote
# Questrade column order / value conversion
# XXX: keys-values in this map define the final column values which will
# be "displayable" but not necessarily used for "data processing"
# (i.e. comparisons for sorting purposes or other calculations).
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_qt_stock_keys = {
'symbol': 'symbol', # done manually in qtconvert
'%': '%',
'lastTradePrice': 'last',
'askPrice': 'ask',
'bidPrice': 'bid',
'lastTradeSize': 'size',
'bidSize': 'bsize',
'askSize': 'asize',
'VWAP': ('VWAP', partial(round, ndigits=3)),
'mktcap': ('mktcap', humanize),
'$ vol': ('$ vol', humanize),
'volume': ('vol', humanize),
'close': 'close',
'openPrice': 'open',
'lowPrice': 'low',
'highPrice': 'high',
# 'low52w': 'low52w', # put in info widget
# 'high52w': 'high52w',
# "lastTradePriceTrHrs": 7.99,
# 'lastTradeTime': ('time', datetime.fromisoformat),
# "lastTradeTick": "Equal",
# "symbolId": 3575753,
# "tier": "",
# 'isHalted': 'halted', # as subscript 'h'
# 'delay': 'delay', # as subscript 'p'
}
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# BidAskLayout columns which will contain three cells the first stacked on top
# of the other 2
_bidasks = {
'last': ['bid', 'ask'],
'size': ['bsize', 'asize'],
'VWAP': ['low', 'high'],
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'mktcap': ['vol', '$ vol'],
}
def format_quote(
quote: dict,
symbol_data: dict,
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keymap: dict = _qt_stock_keys,
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) -> Tuple[dict, dict]:
"""Remap a list of quote dicts ``quotes`` using the mapping of old keys
-> new keys ``keymap`` returning 2 dicts: one with raw data and the other
for display.
Returns 2 dicts: first is the original values mapped by new keys,
and the second is the same but with all values converted to a
"display-friendly" string format.
"""
last = quote['lastTradePrice']
symbol = quote['symbol']
previous = symbol_data[symbol]['prevDayClosePrice']
change = percent_change(previous, last)
share_count = symbol_data[symbol].get('outstandingShares', None)
mktcap = share_count * last if (last and share_count) else 0
computed = {
'symbol': quote['symbol'],
'%': round(change, 3),
'mktcap': mktcap,
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# why QT do you have to be an asshole shipping null values!!!
'$ vol': round((quote['VWAP'] or 0) * (quote['volume'] or 0), 3),
'close': previous,
}
new = {}
displayable = {}
for key, new_key in keymap.items():
display_value = value = computed.get(key) or quote.get(key)
# API servers can return `None` vals when markets are closed (weekend)
value = 0 if value is None else value
# convert values to a displayble format using available formatting func
if isinstance(new_key, tuple):
new_key, func = new_key
display_value = func(value) if value else value
new[new_key] = value
displayable[new_key] = display_value
return new, displayable