piker/piker/brokers/ib/broker.py

1176 lines
39 KiB
Python

# piker: trading gear for hackers
# Copyright (C) Tyler Goodlet (in stewardship for pikers)
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU Affero General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU Affero General Public License for more details.
# You should have received a copy of the GNU Affero General Public License
# along with this program. If not, see <https://www.gnu.org/licenses/>.
"""
Order and trades endpoints for use with ``piker``'s EMS.
"""
from __future__ import annotations
from dataclasses import asdict
from functools import partial
from pprint import pformat
import time
from typing import (
Any,
Optional,
AsyncIterator,
Union,
)
from bidict import bidict
import trio
from trio_typing import TaskStatus
import tractor
from ib_insync.contract import (
Contract,
Option,
Forex,
)
from ib_insync.order import (
Trade,
OrderStatus,
)
from ib_insync.objects import (
Fill,
Execution,
CommissionReport,
)
from ib_insync.objects import Position
import pendulum
from piker import config
from piker import pp
from piker.log import get_console_log
from piker.clearing._messages import (
BrokerdOrder,
BrokerdOrderAck,
BrokerdStatus,
BrokerdPosition,
BrokerdCancel,
BrokerdFill,
BrokerdError,
)
from piker.data._source import Symbol
from .api import (
_accounts2clients,
# _adhoc_futes_set,
_adhoc_symbol_map,
log,
get_config,
open_client_proxies,
Client,
MethodProxy,
)
def pack_position(
pos: Position
) -> dict[str, Any]:
con = pos.contract
if isinstance(con, Option):
# TODO: option symbol parsing and sane display:
symbol = con.localSymbol.replace(' ', '')
else:
# TODO: lookup fqsn even for derivs.
symbol = con.symbol.lower()
# TODO: probably write a mofo exchange mapper routine since ib
# can't get it's shit together like, ever.
# try our best to figure out the exchange / venue
exch = (con.primaryExchange or con.exchange).lower()
if not exch:
if isinstance(con, Forex):
# bc apparently it's not in the contract obj?
exch = 'idealfx'
else:
# for wtv cucked reason some futes don't show their
# exchange (like CL.NYMEX) ...
entry = _adhoc_symbol_map.get(
con.symbol or con.localSymbol
)
if entry:
meta, kwargs = entry
cid = meta.get('conId')
if cid:
assert con.conId == meta['conId']
exch = meta['exchange']
assert exch, f'No clue:\n {con}'
fqsn = '.'.join((symbol, exch))
expiry = con.lastTradeDateOrContractMonth
if expiry:
fqsn += f'.{expiry}'
# TODO: options contracts into a sane format..
return (
con.conId,
BrokerdPosition(
broker='ib',
account=pos.account,
symbol=fqsn,
currency=con.currency,
size=float(pos.position),
avg_price=float(pos.avgCost) / float(con.multiplier or 1.0),
),
)
async def handle_order_requests(
ems_order_stream: tractor.MsgStream,
accounts_def: dict[str, str],
) -> None:
request_msg: dict
async for request_msg in ems_order_stream:
log.info(f'Received order request {request_msg}')
action = request_msg['action']
account = request_msg['account']
acct_number = accounts_def.get(account)
if not acct_number:
log.error(
f'An IB account number for name {account} is not found?\n'
'Make sure you have all TWS and GW instances running.'
)
await ems_order_stream.send(BrokerdError(
oid=request_msg['oid'],
symbol=request_msg['symbol'],
reason=f'No account found: `{account}` ?',
))
continue
client = _accounts2clients.get(account)
if not client:
log.error(
f'An IB client for account name {account} is not found.\n'
'Make sure you have all TWS and GW instances running.'
)
await ems_order_stream.send(BrokerdError(
oid=request_msg['oid'],
symbol=request_msg['symbol'],
reason=f'No api client loaded for account: `{account}` ?',
))
continue
if action in {'buy', 'sell'}:
# validate
order = BrokerdOrder(**request_msg)
# call our client api to submit the order
reqid = client.submit_limit(
oid=order.oid,
symbol=order.symbol,
price=order.price,
action=order.action,
size=order.size,
account=acct_number,
# XXX: by default 0 tells ``ib_insync`` methods that
# there is no existing order so ask the client to create
# a new one (which it seems to do by allocating an int
# counter - collision prone..)
reqid=order.reqid,
)
if reqid is None:
await ems_order_stream.send(BrokerdError(
oid=request_msg['oid'],
symbol=request_msg['symbol'],
reason='Order already active?',
))
# deliver ack that order has been submitted to broker routing
await ems_order_stream.send(
BrokerdOrderAck(
# ems order request id
oid=order.oid,
# broker specific request id
reqid=reqid,
account=account,
)
)
elif action == 'cancel':
msg = BrokerdCancel(**request_msg)
client.submit_cancel(reqid=msg.reqid)
else:
log.error(f'Unknown order command: {request_msg}')
async def recv_trade_updates(
client: Client,
to_trio: trio.abc.SendChannel,
) -> None:
"""Stream a ticker using the std L1 api.
"""
client.inline_errors(to_trio)
# sync with trio task
to_trio.send_nowait(None)
def push_tradesies(
eventkit_obj,
obj,
fill: Optional[Fill] = None,
report: Optional[CommissionReport] = None,
):
'''
Push events to trio task.
'''
match eventkit_obj.name():
case 'orderStatusEvent':
item = ('status', obj)
case 'commissionReportEvent':
assert report
item = ('cost', report)
case 'execDetailsEvent':
# execution details event
item = ('fill', (obj, fill))
case 'positionEvent':
item = ('position', obj)
case _:
log.error(f'Error unknown event {obj}')
return
log.info(f'eventkit event ->\n{pformat(item)}')
try:
to_trio.send_nowait(item)
except trio.BrokenResourceError:
log.exception(f'Disconnected from {eventkit_obj} updates')
eventkit_obj.disconnect(push_tradesies)
# hook up to the weird eventkit object - event stream api
for ev_name in [
'orderStatusEvent', # all order updates
'execDetailsEvent', # all "fill" updates
'positionEvent', # avg price updates per symbol per account
# XXX: ugh, it is a separate event from IB and it's
# emitted as follows:
# self.ib.commissionReportEvent.emit(trade, fill, report)
'commissionReportEvent',
# XXX: not sure yet if we need these
# 'updatePortfolioEvent',
# XXX: these all seem to be weird ib_insync internal
# events that we probably don't care that much about
# given the internal design is wonky af..
# 'newOrderEvent',
# 'orderModifyEvent',
# 'cancelOrderEvent',
# 'openOrderEvent',
]:
eventkit_obj = getattr(client.ib, ev_name)
handler = partial(push_tradesies, eventkit_obj)
eventkit_obj.connect(handler)
# let the engine run and stream
await client.ib.disconnectedEvent
async def update_ledger_from_api_trades(
trade_entries: list[dict[str, Any]],
client: Union[Client, MethodProxy],
) -> tuple[
dict[str, pp.Transaction],
dict[str, dict],
]:
conf = get_config()
# XXX; ERRGGG..
# pack in the "primary/listing exchange" value from a
# contract lookup since it seems this isn't available by
# default from the `.fills()` method endpoint...
for entry in trade_entries:
condict = entry['contract']
conid = condict['conId']
pexch = condict['primaryExchange']
if not pexch:
cons = await client.get_con(conid=conid)
if cons:
con = cons[0]
pexch = con.primaryExchange or con.exchange
else:
# for futes it seems like the primary is always empty?
pexch = condict['exchange']
entry['listingExchange'] = pexch
entries = trades_to_ledger_entries(
conf['accounts'].inverse,
trade_entries,
)
# write recent session's trades to the user's (local) ledger file.
records: dict[str, pp.Transactions] = {}
for acctid, trades_by_id in entries.items():
# normalize to transaction form
records[acctid] = norm_trade_records(trades_by_id)
return records, entries
async def update_and_audit_msgs(
acctid: str, # no `ib.` prefix is required!
pps: list[pp.Position],
cids2pps: dict[tuple[str, int], BrokerdPosition],
validate: bool = False,
) -> list[BrokerdPosition]:
msgs: list[BrokerdPosition] = []
# pps: dict[int, pp.Position] = {}
for p in pps:
bsuid = p.bsuid
# build trade-session-actor local table
# of pps from unique symbol ids.
# pps[bsuid] = p
# retreive equivalent ib reported position message
# for comparison/audit versus the piker equivalent
# breakeven pp calcs.
ibppmsg = cids2pps.get((acctid, bsuid))
if ibppmsg:
msg = BrokerdPosition(
broker='ib',
# XXX: ok so this is annoying, we're relaying
# an account name with the backend suffix prefixed
# but when reading accounts from ledgers we don't
# need it and/or it's prefixed in the section
# table..
account=ibppmsg.account,
# XXX: the `.ib` is stripped..?
symbol=ibppmsg.symbol,
currency=ibppmsg.currency,
size=p.size,
avg_price=p.be_price,
)
msgs.append(msg)
if validate:
ibsize = ibppmsg.size
pikersize = msg.size
diff = pikersize - ibsize
# if ib reports a lesser pp it's not as bad since we can
# presume we're at least not more in the shit then we
# thought.
if diff:
raise ValueError(
f'POSITION MISMATCH ib <-> piker ledger:\n'
f'ib: {ibppmsg}\n'
f'piker: {msg}\n'
'YOU SHOULD FIGURE OUT WHY TF YOUR LEDGER IS OFF!?!?'
)
msg.size = ibsize
if ibppmsg.avg_price != msg.avg_price:
# TODO: make this a "propoganda" log level?
log.warning(
'The mega-cucks at IB want you to believe with their '
f'"FIFO" positioning for {msg.symbol}:\n'
f'"ib" mega-cucker avg price: {ibppmsg.avg_price}\n'
f'piker, LIFO breakeven PnL price: {msg.avg_price}'
)
else:
# make brand new message
msg = BrokerdPosition(
broker='ib',
# XXX: ok so this is annoying, we're relaying
# an account name with the backend suffix prefixed
# but when reading accounts from ledgers we don't
# need it and/or it's prefixed in the section
# table.. we should just strip this from the message
# right since `.broker` is already included?
account=f'ib.{acctid}',
# XXX: the `.ib` is stripped..?
symbol=p.symbol.front_fqsn(),
# currency=ibppmsg.currency,
size=p.size,
avg_price=p.be_price,
)
if validate and p.size:
raise ValueError(
f'UNEXPECTED POSITION ib <-> piker ledger:\n'
f'piker: {msg}\n'
'YOU SHOULD FIGURE OUT WHY TF YOUR LEDGER IS OFF!?!?'
)
msgs.append(msg)
return msgs
@tractor.context
async def trades_dialogue(
ctx: tractor.Context,
loglevel: str = None,
) -> AsyncIterator[dict[str, Any]]:
# XXX: required to propagate ``tractor`` loglevel to piker logging
get_console_log(loglevel or tractor.current_actor().loglevel)
accounts_def = config.load_accounts(['ib'])
global _client_cache
# deliver positions to subscriber before anything else
all_positions = []
accounts = set()
clients: list[tuple[Client, trio.MemoryReceiveChannel]] = []
# TODO: this causes a massive tractor bug when you run marketstored
# with ``--tsdb``... you should get:
# - first error the assertion
# - chart should get that error and die
# - pikerd goes to debugger again from trio nursery multi-error
# - hitting final control-c to kill daemon will lead to hang
# assert 0
async with (
trio.open_nursery() as nurse,
open_client_proxies() as (proxies, aioclients),
):
for account, proxy in proxies.items():
client = aioclients[account]
async def open_stream(
task_status: TaskStatus[
trio.abc.ReceiveChannel
] = trio.TASK_STATUS_IGNORED,
):
# each api client has a unique event stream
async with tractor.to_asyncio.open_channel_from(
recv_trade_updates,
client=client,
) as (first, trade_event_stream):
task_status.started(trade_event_stream)
await trio.sleep_forever()
trade_event_stream = await nurse.start(open_stream)
clients.append((client, trade_event_stream))
assert account in accounts_def
accounts.add(account)
cids2pps: dict[str, BrokerdPosition] = {}
update_records: dict[str, bidict] = {}
# process pp value reported from ib's system. we only use these
# to cross-check sizing since average pricing on their end uses
# the so called (bs) "FIFO" style which more or less results in
# a price that's not useful for traders who want to not lose
# money.. xb
for client in aioclients.values():
for pos in client.positions():
cid, msg = pack_position(pos)
acctid = msg.account = accounts_def.inverse[msg.account]
acctid = acctid.strip('ib.')
cids2pps[(acctid, cid)] = msg
assert msg.account in accounts, (
f'Position for unknown account: {msg.account}')
# collect all ib-pp reported positions so that we can be
# sure know which positions to update from the ledger if
# any are missing from the ``pps.toml``
update_records.setdefault(acctid, bidict())[cid] = msg.symbol
# update trades ledgers for all accounts from
# connected api clients which report trades for **this session**.
new_trades = {}
for account, proxy in proxies.items():
trades = await proxy.trades()
(
records_by_acct,
ledger_entries,
) = await update_ledger_from_api_trades(
trades,
proxy,
)
new_trades.update(records_by_acct)
for acctid, trans in new_trades.items():
for t in trans:
bsuid = t.bsuid
if bsuid in update_records:
assert update_records[bsuid] == t.fqsn
else:
update_records.setdefault(acctid, bidict())[bsuid] = t.fqsn
# load all positions from `pps.toml`, cross check with ib's
# positions data, and relay re-formatted pps as msgs to the ems.
# __2 cases__:
# - new trades have taken place this session that we want to
# always reprocess indempotently,
# - no new trades yet but we want to reload and audit any
# positions reported by ib's sys that may not yet be in
# piker's ``pps.toml`` state-file.
for acctid, to_update in update_records.items():
trans = new_trades.get(acctid)
active, closed = pp.update_pps_conf(
'ib',
acctid,
trade_records=trans,
ledger_reload=to_update,
)
for pps in [active, closed]:
msgs = await update_and_audit_msgs(
acctid,
pps.values(),
cids2pps,
validate=True,
)
all_positions.extend(msg for msg in msgs)
if not all_positions and cids2pps:
raise RuntimeError(
'Positions reported by ib but not found in `pps.toml`!?\n'
f'{pformat(cids2pps)}'
)
# log.info(f'Loaded {len(trades)} from this session')
# TODO: write trades to local ``trades.toml``
# - use above per-session trades data and write to local file
# - get the "flex reports" working and pull historical data and
# also save locally.
await ctx.started((
all_positions,
tuple(name for name in accounts_def if name in accounts),
))
# TODO: maybe just write on teardown?
# we might also want to delegate a specific actor for
# ledger writing / reading for speed?
# write ledger with all new trades **AFTER** we've updated the
# `pps.toml` from the original ledger state!
for acctid, trades_by_id in ledger_entries.items():
with pp.open_trade_ledger('ib', acctid) as ledger:
ledger.update(trades_by_id)
async with (
ctx.open_stream() as ems_stream,
trio.open_nursery() as n,
):
# start order request handler **before** local trades event loop
n.start_soon(handle_order_requests, ems_stream, accounts_def)
# allocate event relay tasks for each client connection
for client, stream in clients:
n.start_soon(
deliver_trade_events,
stream,
ems_stream,
accounts_def,
cids2pps,
proxies,
)
# block until cancelled
await trio.sleep_forever()
async def emit_pp_update(
ems_stream: tractor.MsgStream,
trade_entry: dict,
accounts_def: bidict,
proxies: dict,
cids2pps: dict,
) -> None:
# compute and relay incrementally updated piker pp
acctid = accounts_def.inverse[trade_entry['execution']['acctNumber']]
proxy = proxies[acctid]
acctname = acctid.strip('ib.')
records_by_acct, ledger_entries = await update_ledger_from_api_trades(
[trade_entry],
proxy,
)
records = records_by_acct[acctname]
r = records[0]
# update and load all positions from `pps.toml`, cross check with
# ib's positions data, and relay re-formatted pps as msgs to the
# ems. we report both the open and closed updates in one map since
# for incremental update we may have just fully closed a pp and need
# to relay that msg as well!
active, closed = pp.update_pps_conf(
'ib',
acctname,
trade_records=records,
ledger_reload={r.bsuid: r.fqsn},
)
# NOTE: write ledger with all new trades **AFTER** we've updated the
# `pps.toml` from the original ledger state!
for acctid, trades_by_id in ledger_entries.items():
with pp.open_trade_ledger('ib', acctid) as ledger:
ledger.update(trades_by_id)
for pos in filter(
bool,
[active.get(r.bsuid), closed.get(r.bsuid)]
):
msgs = await update_and_audit_msgs(
acctname,
[pos],
cids2pps,
# ib pp event might not have arrived yet
validate=False,
)
if msgs:
msg = msgs[0]
break
await ems_stream.send(msg)
async def deliver_trade_events(
trade_event_stream: trio.MemoryReceiveChannel,
ems_stream: tractor.MsgStream,
accounts_def: dict[str, str], # eg. `'ib.main'` -> `'DU999999'`
cids2pps: dict[tuple[str, str], BrokerdPosition],
proxies: dict[str, MethodProxy],
) -> None:
'''
Format and relay all trade events for a given client to emsd.
'''
action_map = {'BOT': 'buy', 'SLD': 'sell'}
ids2fills: dict[str, dict] = {}
# TODO: for some reason we can receive a ``None`` here when the
# ib-gw goes down? Not sure exactly how that's happening looking
# at the eventkit code above but we should probably handle it...
async for event_name, item in trade_event_stream:
log.info(f'ib sending {event_name}:\n{pformat(item)}')
match event_name:
# TODO: templating the ib statuses in comparison with other
# brokers is likely the way to go:
# https://interactivebrokers.github.io/tws-api/interfaceIBApi_1_1EWrapper.html#a17f2a02d6449710b6394d0266a353313
# short list:
# - PendingSubmit
# - PendingCancel
# - PreSubmitted (simulated orders)
# - ApiCancelled (cancelled by client before submission
# to routing)
# - Cancelled
# - Filled
# - Inactive (reject or cancelled but not by trader)
# XXX: here's some other sucky cases from the api
# - short-sale but securities haven't been located, in this
# case we should probably keep the order in some kind of
# weird state or cancel it outright?
# status='PendingSubmit', message=''),
# status='Cancelled', message='Error 404,
# reqId 1550: Order held while securities are located.'),
# status='PreSubmitted', message='')],
case 'status':
# XXX: begin normalization of nonsense ib_insync internal
# object-state tracking representations...
# unwrap needed data from ib_insync internal types
trade: Trade = item
status: OrderStatus = trade.orderStatus
# skip duplicate filled updates - we get the deats
# from the execution details event
msg = BrokerdStatus(
reqid=trade.order.orderId,
time_ns=time.time_ns(), # cuz why not
account=accounts_def.inverse[trade.order.account],
# everyone doin camel case..
status=status.status.lower(), # force lower case
filled=status.filled,
reason=status.whyHeld,
# this seems to not be necessarily up to date in the
# execDetails event.. so we have to send it here I guess?
remaining=status.remaining,
broker_details={'name': 'ib'},
)
await ems_stream.send(msg)
case 'fill':
# for wtv reason this is a separate event type
# from IB, not sure why it's needed other then for extra
# complexity and over-engineering :eyeroll:.
# we may just end up dropping these events (or
# translating them to ``Status`` msgs) if we can
# show the equivalent status events are no more latent.
# unpack ib_insync types
# pep-0526 style:
# https://www.python.org/dev/peps/pep-0526/#global-and-local-variable-annotations
trade: Trade
fill: Fill
# TODO: maybe we can use matching to better handle these cases.
trade, fill = item
execu: Execution = fill.execution
execid = execu.execId
# TODO:
# - normalize out commissions details?
# - this is the same as the unpacking loop above in
# ``trades_to_ledger_entries()`` no?
trade_entry = ids2fills.setdefault(execid, {})
cost_already_rx = bool(trade_entry)
# if the costs report was already received this
# should be not empty right?
comms = fill.commissionReport.commission
if cost_already_rx:
assert comms
trade_entry.update(
{
'contract': asdict(fill.contract),
'execution': asdict(fill.execution),
# 'commissionReport': asdict(fill.commissionReport),
# supposedly server fill time?
'broker_time': execu.time,
'name': 'ib',
}
)
msg = BrokerdFill(
# should match the value returned from `.submit_limit()`
reqid=execu.orderId,
time_ns=time.time_ns(), # cuz why not
action=action_map[execu.side],
size=execu.shares,
price=execu.price,
broker_details=trade_entry,
# XXX: required by order mode currently
broker_time=trade_entry['broker_time'],
)
await ems_stream.send(msg)
# 2 cases:
# - fill comes first or
# - comms report comes first
comms = fill.commissionReport.commission
if comms:
# UGHHH since the commision report object might be
# filled in **after** we already serialized to dict..
# def need something better for all this.
trade_entry.update(
{'commissionReport': asdict(fill.commissionReport)}
)
if comms or cost_already_rx:
# only send a pp update once we have a cost report
await emit_pp_update(
ems_stream,
trade_entry,
accounts_def,
proxies,
cids2pps,
)
case 'cost':
cr: CommissionReport = item
execid = cr.execId
trade_entry = ids2fills.setdefault(execid, {})
fill_already_rx = bool(trade_entry)
# only fire a pp msg update if,
# - we haven't already
# - the fill event has already arrived
# but it didn't yet have a commision report
# which we fill in now.
if (
fill_already_rx
and 'commissionReport' not in trade_entry
):
# no fill msg has arrived yet so just fill out the
# cost report for now and when the fill arrives a pp
# msg can be emitted.
trade_entry.update(
{'commissionReport': asdict(cr)}
)
await emit_pp_update(
ems_stream,
trade_entry,
accounts_def,
proxies,
cids2pps,
)
case 'error':
err: dict = item
# f$#$% gawd dammit insync..
con = err['contract']
if isinstance(con, Contract):
err['contract'] = asdict(con)
if err['reqid'] == -1:
log.error(f'TWS external order error:\n{pformat(err)}')
# TODO: what schema for this msg if we're going to make it
# portable across all backends?
# msg = BrokerdError(**err)
case 'position':
cid, msg = pack_position(item)
# acctid = msg.account = accounts_def.inverse[msg.account]
# cuck ib and it's shitty fifo sys for pps!
# await ems_stream.send(msg)
case 'event':
# it's either a general system status event or an external
# trade event?
log.info(f"TWS system status: \n{pformat(item)}")
# TODO: support this again but needs parsing at the callback
# level...
# reqid = item.get('reqid', 0)
# if getattr(msg, 'reqid', 0) < -1:
# log.info(f"TWS triggered trade\n{pformat(msg)}")
# msg.reqid = 'tws-' + str(-1 * reqid)
# mark msg as from "external system"
# TODO: probably something better then this.. and start
# considering multiplayer/group trades tracking
# msg.broker_details['external_src'] = 'tws'
case _:
log.error(f'WTF: {event_name}: {item}')
def norm_trade_records(
ledger: dict[str, Any],
) -> list[pp.Transaction]:
'''
Normalize a flex report or API retrieved executions
ledger into our standard record format.
'''
records: list[pp.Transaction] = []
for tid, record in ledger.items():
conid = record.get('conId') or record['conid']
comms = record.get('commission') or -1*record['ibCommission']
price = record.get('price') or record['tradePrice']
# the api doesn't do the -/+ on the quantity for you but flex
# records do.. are you fucking serious ib...!?
size = record.get('quantity') or record['shares'] * {
'BOT': 1,
'SLD': -1,
}[record['side']]
exch = record['exchange']
lexch = record.get('listingExchange')
suffix = lexch or exch
symbol = record['symbol']
# likely an opts contract record from a flex report..
# TODO: no idea how to parse ^ the strike part from flex..
# (00010000 any, or 00007500 tsla, ..)
# we probably must do the contract lookup for this?
if ' ' in symbol or '--' in exch:
underlying, _, tail = symbol.partition(' ')
suffix = exch = 'opt'
expiry = tail[:6]
# otype = tail[6]
# strike = tail[7:]
print(f'skipping opts contract {symbol}')
continue
# timestamping is way different in API records
date = record.get('date')
if not date:
# probably a flex record with a wonky non-std timestamp..
date, ts = record['dateTime'].split(';')
dt = pendulum.parse(date)
ts = f'{ts[:2]}:{ts[2:4]}:{ts[4:]}'
tsdt = pendulum.parse(ts)
dt.set(hour=tsdt.hour, minute=tsdt.minute, second=tsdt.second)
else:
# epoch_dt = pendulum.from_timestamp(record.get('time'))
dt = pendulum.parse(date)
# special handling of symbol extraction from
# flex records using some ad-hoc schema parsing.
instr = record.get('assetCategory')
if instr == 'FUT':
symbol = record['description'][:3]
# try to build out piker fqsn from record.
expiry = record.get(
'lastTradeDateOrContractMonth') or record.get('expiry')
if expiry:
expiry = str(expiry).strip(' ')
suffix = f'{exch}.{expiry}'
expiry = pendulum.parse(expiry)
fqsn = Symbol.from_fqsn(
fqsn=f'{symbol}.{suffix}.ib',
info={},
).front_fqsn().rstrip('.ib')
# NOTE: for flex records the normal fields for defining an fqsn
# sometimes won't be available so we rely on two approaches for
# the "reverse lookup" of piker style fqsn keys:
# - when dealing with API trade records received from
# `IB.trades()` we do a contract lookup at he time of processing
# - when dealing with flex records, it is assumed the record
# is at least a day old and thus the TWS position reporting system
# should already have entries if the pps are still open, in
# which case, we can pull the fqsn from that table (see
# `trades_dialogue()` above).
records.append(pp.Transaction(
fqsn=fqsn,
tid=tid,
size=size,
price=price,
cost=comms,
dt=dt,
expiry=expiry,
bsuid=conid,
))
return records
def trades_to_ledger_entries(
accounts: bidict,
trade_entries: list[object],
source_type: str = 'api',
) -> dict:
'''
Convert either of API execution objects or flex report
entry objects into ``dict`` form, pretty much straight up
without modification.
'''
trades_by_account = {}
for t in trade_entries:
if source_type == 'flex':
entry = t.__dict__
# XXX: LOL apparently ``toml`` has a bug
# where a section key error will show up in the write
# if you leave a table key as an `int`? So i guess
# cast to strs for all keys..
# oddly for some so-called "BookTrade" entries
# this field seems to be blank, no cuckin clue.
# trade['ibExecID']
tid = str(entry.get('ibExecID') or entry['tradeID'])
# date = str(entry['tradeDate'])
# XXX: is it going to cause problems if a account name
# get's lost? The user should be able to find it based
# on the actual exec history right?
acctid = accounts[str(entry['accountId'])]
elif source_type == 'api':
# NOTE: example of schema we pull from the API client.
# {
# 'commissionReport': CommissionReport(...
# 'contract': {...
# 'execution': Execution(...
# 'time': 1654801166.0
# }
# flatten all sub-dicts and values into one top level entry.
entry = {}
for section, val in t.items():
match section:
case 'contract' | 'execution' | 'commissionReport':
# sub-dict cases
entry.update(val)
case 'time':
# ib has wack ns timestamps, or is that us?
continue
case _:
entry[section] = val
tid = str(entry['execId'])
dt = pendulum.from_timestamp(entry['time'])
# TODO: why isn't this showing seconds in the str?
entry['date'] = str(dt)
acctid = accounts[entry['acctNumber']]
if not tid:
# this is likely some kind of internal adjustment
# transaction, likely one of the following:
# - an expiry event that will show a "book trade" indicating
# some adjustment to cash balances: zeroing or itm settle.
# - a manual cash balance position adjustment likely done by
# the user from the accounts window in TWS where they can
# manually set the avg price and size:
# https://api.ibkr.com/lib/cstools/faq/web1/index.html#/tag/DTWS_ADJ_AVG_COST
log.warning(f'Skipping ID-less ledger entry:\n{pformat(entry)}')
continue
trades_by_account.setdefault(
acctid, {}
)[tid] = entry
return trades_by_account
def load_flex_trades(
path: Optional[str] = None,
) -> dict[str, Any]:
from ib_insync import flexreport, util
conf = get_config()
if not path:
# load ``brokers.toml`` and try to get the flex
# token and query id that must be previously defined
# by the user.
token = conf.get('flex_token')
if not token:
raise ValueError(
'You must specify a ``flex_token`` field in your'
'`brokers.toml` in order load your trade log, see our'
'intructions for how to set this up here:\n'
'PUT LINK HERE!'
)
qid = conf['flex_trades_query_id']
# TODO: hack this into our logging
# system like we do with the API client..
util.logToConsole()
# TODO: rewrite the query part of this with async..httpx?
report = flexreport.FlexReport(
token=token,
queryId=qid,
)
else:
# XXX: another project we could potentially look at,
# https://pypi.org/project/ibflex/
report = flexreport.FlexReport(path=path)
trade_entries = report.extract('Trade')
ln = len(trade_entries)
# log.info(f'Loaded {ln} trades from flex query')
print(f'Loaded {ln} trades from flex query')
trades_by_account = trades_to_ledger_entries(
# get reverse map to user account names
conf['accounts'].inverse,
trade_entries,
source_type='flex',
)
ledgers = {}
for acctid, trades_by_id in trades_by_account.items():
with pp.open_trade_ledger('ib', acctid) as ledger:
ledger.update(trades_by_id)
ledgers[acctid] = ledger
return ledgers
if __name__ == '__main__':
import sys
import os
args = sys.argv
if len(args) > 1:
args = args[1:]
for arg in args:
path = os.path.abspath(arg)
load_flex_trades(path=path)
else:
# expect brokers.toml to have an entry and
# pull from the web service.
load_flex_trades()