ib._ledger: move trades transaction processing helpers into new module
parent
c0d575c009
commit
f2fff5a5fa
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@ -35,6 +35,8 @@ from .feed import (
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)
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)
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from .broker import (
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from .broker import (
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open_trade_dialog,
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open_trade_dialog,
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)
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from .ledger import (
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norm_trade_records,
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norm_trade_records,
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)
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)
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@ -19,10 +19,8 @@ Order and trades endpoints for use with ``piker``'s EMS.
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"""
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"""
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from __future__ import annotations
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from __future__ import annotations
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from bisect import insort
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from contextlib import ExitStack
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from contextlib import ExitStack
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from dataclasses import asdict
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from dataclasses import asdict
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from decimal import Decimal
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from functools import partial
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from functools import partial
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from pprint import pformat
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from pprint import pformat
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import time
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import time
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@ -55,8 +53,8 @@ import pendulum
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from piker import config
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from piker import config
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from piker.accounting import (
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from piker.accounting import (
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dec_digits,
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# dec_digits,
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digits_to_dec,
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# digits_to_dec,
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Position,
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Position,
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Transaction,
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Transaction,
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open_trade_ledger,
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open_trade_ledger,
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@ -76,9 +74,6 @@ from piker.clearing._messages import (
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BrokerdFill,
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BrokerdFill,
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BrokerdError,
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BrokerdError,
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)
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)
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from piker.accounting import (
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MktPair,
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)
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from ._util import log
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from ._util import log
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from .api import (
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from .api import (
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_accounts2clients,
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_accounts2clients,
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@ -89,6 +84,10 @@ from .api import (
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MethodProxy,
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MethodProxy,
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)
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)
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from ._flex_reports import parse_flex_dt
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from ._flex_reports import parse_flex_dt
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from .ledger import (
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norm_trade_records,
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api_trades_to_ledger_entries,
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)
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@ -546,17 +545,6 @@ async def open_trade_dialog(
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acctids = set()
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acctids = set()
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cids2pps: dict[str, BrokerdPosition] = {}
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cids2pps: dict[str, BrokerdPosition] = {}
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# TODO: this causes a massive tractor bug when you run marketstored
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# with ``--tsdb``... you should get:
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# - first error the assertion
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# - chart should get that error and die
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# - pikerd goes to debugger again from trio nursery multi-error
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# - hitting final control-c to kill daemon will lead to hang
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# assert 0
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# TODO: just write on teardown?
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# we might also want to delegate a specific actor for
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# ledger writing / reading for speed?
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async with (
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async with (
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open_client_proxies() as (
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open_client_proxies() as (
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proxies,
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proxies,
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@ -630,15 +618,19 @@ async def open_trade_dialog(
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ledger: dict = ledgers[acctid]
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ledger: dict = ledgers[acctid]
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table: PpTable = tables[acctid]
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table: PpTable = tables[acctid]
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# update position table with latest ledger from all
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# gathered transactions: ledger file + api records.
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trans: dict[str, Transaction] = norm_trade_records(ledger)
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# update trades ledgers for all accounts from connected
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# update trades ledgers for all accounts from connected
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# api clients which report trades for **this session**.
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# api clients which report trades for **this session**.
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api_trades = await proxy.trades()
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api_trades = await proxy.trades()
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if api_trades:
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if api_trades:
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trans_by_acct: dict[str, Transaction]
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api_trans_by_acct: dict[str, Transaction]
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api_to_ledger_entries: dict[str, dict]
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api_to_ledger_entries: dict[str, dict]
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(
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(
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trans_by_acct,
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api_trans_by_acct,
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api_to_ledger_entries,
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api_to_ledger_entries,
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) = await update_ledger_from_api_trades(
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) = await update_ledger_from_api_trades(
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api_trades,
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api_trades,
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@ -648,29 +640,26 @@ async def open_trade_dialog(
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# if new api_trades are detected from the API, prepare
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# if new api_trades are detected from the API, prepare
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# them for the ledger file and update the pptable.
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# them for the ledger file and update the pptable.
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if api_to_ledger_entries:
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if (
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trade_entries = api_to_ledger_entries.get(acctid)
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api_to_ledger_entries
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and (trade_entries := api_to_ledger_entries.get(acctid))
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):
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# TODO: fix this `tractor` BUG!
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# TODO: fix this `tractor` BUG!
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# https://github.com/goodboy/tractor/issues/354
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# https://github.com/goodboy/tractor/issues/354
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# await tractor.pp()
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# await tractor.pp()
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if trade_entries:
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# write ledger with all new api_trades
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# write ledger with all new api_trades
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# **AFTER** we've updated the `pps.toml`
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# **AFTER** we've updated the `pps.toml`
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# from the original ledger state! (i.e. this
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# from the original ledger state! (i.e. this
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# is currently done on exit)
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# is currently done on exit)
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for tid, entry in trade_entries.items():
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ledger.setdefault(tid, {}).update(entry)
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for tid, entry in trade_entries.items():
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if api_trans := api_trans_by_acct.get(acctid):
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ledger.setdefault(tid, {}).update(entry)
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trans.update(api_trans)
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trans = trans_by_acct.get(acctid)
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# update account (and thus pps) from all gathered transactions
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if trans:
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table.update_from_trans(trans)
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# update position table with latest ledger from all
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# gathered transactions: ledger file + api records.
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trans: dict[str, Transaction] = norm_trade_records(ledger)
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table.update_from_trans(trans)
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table.update_from_trans(trans)
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# process pp value reported from ib's system. we only
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# process pp value reported from ib's system. we only
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@ -765,8 +754,11 @@ async def open_trade_dialog(
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tables,
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tables,
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)
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)
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# write account and ledger files immediately!
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# TODO: make this thread-async!
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# TODO: make this thread-async!
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table.write_config()
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for acctid, table in tables.items():
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table.write_config()
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ledgers[acctid].write_config()
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# block until cancelled
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# block until cancelled
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await trio.sleep_forever()
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await trio.sleep_forever()
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@ -784,10 +776,12 @@ async def emit_pp_update(
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) -> None:
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) -> None:
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# compute and relay incrementally updated piker pp
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accounts_def_inv: bidict[str, str] = accounts_def.inverse
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accounts_def_inv: bidict[str, str] = accounts_def.inverse
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fq_acctid = accounts_def_inv[trade_entry['execution']['acctNumber']]
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accnum: str = trade_entry['execution']['acctNumber']
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proxy = proxies[fq_acctid]
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fq_acctid: str = accounts_def_inv[accnum]
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proxy: MethodProxy = proxies[fq_acctid]
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# compute and relay incrementally updated piker pp
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(
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(
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records_by_acct,
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records_by_acct,
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api_to_ledger_entries,
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api_to_ledger_entries,
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@ -796,8 +790,8 @@ async def emit_pp_update(
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proxy,
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proxy,
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accounts_def_inv,
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accounts_def_inv,
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)
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)
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trans = records_by_acct[fq_acctid]
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trans: dict[str, Transaction] = records_by_acct[fq_acctid]
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r = list(trans.values())[0]
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tx: Transaction = list(trans.values())[0]
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acctid = fq_acctid.strip('ib.')
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acctid = fq_acctid.strip('ib.')
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table = tables[acctid]
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table = tables[acctid]
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@ -818,7 +812,7 @@ async def emit_pp_update(
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# re-formatted pps as msgs to the ems.
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# re-formatted pps as msgs to the ems.
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for pos in filter(
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for pos in filter(
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bool,
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bool,
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[active.get(r.bs_mktid), closed.get(r.bs_mktid)]
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[active.get(tx.bs_mktid), closed.get(tx.bs_mktid)]
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):
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):
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msgs = await update_and_audit_msgs(
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msgs = await update_and_audit_msgs(
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acctid,
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acctid,
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@ -1150,215 +1144,3 @@ async def deliver_trade_events(
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case _:
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case _:
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log.error(f'WTF: {event_name}: {item}')
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log.error(f'WTF: {event_name}: {item}')
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def norm_trade_records(
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ledger: dict[str, Any],
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) -> dict[str, Transaction]:
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'''
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Normalize a flex report or API retrieved executions
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ledger into our standard record format.
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'''
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records: list[Transaction] = []
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for tid, record in ledger.items():
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conid = record.get('conId') or record['conid']
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comms = record.get('commission')
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if comms is None:
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comms = -1*record['ibCommission']
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price = record.get('price') or record['tradePrice']
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# the api doesn't do the -/+ on the quantity for you but flex
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# records do.. are you fucking serious ib...!?
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size = record.get('quantity') or record['shares'] * {
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'BOT': 1,
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'SLD': -1,
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}[record['side']]
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exch = record['exchange']
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lexch = record.get('listingExchange')
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# NOTE: remove null values since `tomlkit` can't serialize
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# them to file.
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dnc = record.pop('deltaNeutralContract', False)
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if dnc is not None:
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record['deltaNeutralContract'] = dnc
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suffix = lexch or exch
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symbol = record['symbol']
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# likely an opts contract record from a flex report..
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# TODO: no idea how to parse ^ the strike part from flex..
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# (00010000 any, or 00007500 tsla, ..)
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# we probably must do the contract lookup for this?
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if ' ' in symbol or '--' in exch:
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underlying, _, tail = symbol.partition(' ')
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suffix = exch = 'opt'
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expiry = tail[:6]
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# otype = tail[6]
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# strike = tail[7:]
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print(f'skipping opts contract {symbol}')
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continue
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# timestamping is way different in API records
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dtstr = record.get('datetime')
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date = record.get('date')
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flex_dtstr = record.get('dateTime')
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if dtstr or date:
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dt = pendulum.parse(dtstr or date)
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elif flex_dtstr:
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# probably a flex record with a wonky non-std timestamp..
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dt = parse_flex_dt(record['dateTime'])
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# special handling of symbol extraction from
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# flex records using some ad-hoc schema parsing.
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asset_type: str = record.get(
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'assetCategory'
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) or record.get('secType', 'STK')
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# TODO: XXX: WOA this is kinda hacky.. probably
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# should figure out the correct future pair key more
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# explicitly and consistently?
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if asset_type == 'FUT':
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# (flex) ledger entries don't have any simple 3-char key?
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symbol = record['symbol'][:3]
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asset_type: str = 'future'
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elif asset_type == 'STK':
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asset_type: str = 'stock'
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# try to build out piker fqme from record.
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expiry = (
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record.get('lastTradeDateOrContractMonth')
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or record.get('expiry')
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)
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if expiry:
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expiry = str(expiry).strip(' ')
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suffix = f'{exch}.{expiry}'
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expiry = pendulum.parse(expiry)
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# src: str = record['currency']
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price_tick: Decimal = digits_to_dec(dec_digits(price))
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pair = MktPair.from_fqme(
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fqme=f'{symbol}.{suffix}.ib',
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bs_mktid=str(conid),
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_atype=str(asset_type), # XXX: can't serlialize `tomlkit.String`
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price_tick=price_tick,
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# NOTE: for "legacy" assets, volume is normally discreet, not
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# a float, but we keep a digit in case the suitz decide
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# to get crazy and change it; we'll be kinda ready
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# schema-wise..
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size_tick='1',
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)
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fqme = pair.fqme
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# NOTE: for flex records the normal fields for defining an fqme
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# sometimes won't be available so we rely on two approaches for
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# the "reverse lookup" of piker style fqme keys:
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# - when dealing with API trade records received from
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# `IB.trades()` we do a contract lookup at he time of processing
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# - when dealing with flex records, it is assumed the record
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# is at least a day old and thus the TWS position reporting system
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# should already have entries if the pps are still open, in
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# which case, we can pull the fqme from that table (see
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# `trades_dialogue()` above).
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insort(
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records,
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Transaction(
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fqme=fqme,
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sym=pair,
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tid=tid,
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size=size,
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price=price,
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cost=comms,
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dt=dt,
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expiry=expiry,
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bs_mktid=str(conid),
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),
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key=lambda t: t.dt
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)
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return {r.tid: r for r in records}
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def api_trades_to_ledger_entries(
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accounts: bidict[str, str],
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# TODO: maybe we should just be passing through the
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# ``ib_insync.order.Trade`` instance directly here
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# instead of pre-casting to dicts?
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trade_entries: list[dict],
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) -> dict:
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'''
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Convert API execution objects entry objects into ``dict`` form,
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pretty much straight up without modification except add
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a `pydatetime` field from the parsed timestamp.
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'''
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trades_by_account = {}
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for t in trade_entries:
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# NOTE: example of schema we pull from the API client.
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# {
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# 'commissionReport': CommissionReport(...
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# 'contract': {...
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# 'execution': Execution(...
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# 'time': 1654801166.0
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# }
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# flatten all sub-dicts and values into one top level entry.
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entry = {}
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for section, val in t.items():
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match section:
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case 'contract' | 'execution' | 'commissionReport':
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# sub-dict cases
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entry.update(val)
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case 'time':
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# ib has wack ns timestamps, or is that us?
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continue
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case _:
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entry[section] = val
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tid = str(entry['execId'])
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dt = pendulum.from_timestamp(entry['time'])
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# TODO: why isn't this showing seconds in the str?
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entry['pydatetime'] = dt
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entry['datetime'] = 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
|
|
||||||
|
|
||||||
# sort entries in output by python based datetime
|
|
||||||
for acctid in trades_by_account:
|
|
||||||
trades_by_account[acctid] = dict(sorted(
|
|
||||||
trades_by_account[acctid].items(),
|
|
||||||
key=lambda entry: entry[1].pop('pydatetime'),
|
|
||||||
))
|
|
||||||
|
|
||||||
return trades_by_account
|
|
||||||
|
|
|
@ -0,0 +1,250 @@
|
||||||
|
# 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/>.
|
||||||
|
|
||||||
|
'''
|
||||||
|
Trade transaction accounting and normalization.
|
||||||
|
|
||||||
|
'''
|
||||||
|
from bisect import insort
|
||||||
|
from decimal import Decimal
|
||||||
|
from pprint import pformat
|
||||||
|
from typing import (
|
||||||
|
Any,
|
||||||
|
)
|
||||||
|
|
||||||
|
from bidict import bidict
|
||||||
|
import pendulum
|
||||||
|
|
||||||
|
from piker.accounting import (
|
||||||
|
dec_digits,
|
||||||
|
digits_to_dec,
|
||||||
|
Transaction,
|
||||||
|
MktPair,
|
||||||
|
)
|
||||||
|
from ._flex_reports import parse_flex_dt
|
||||||
|
from ._util import log
|
||||||
|
|
||||||
|
|
||||||
|
def norm_trade_records(
|
||||||
|
ledger: dict[str, Any],
|
||||||
|
|
||||||
|
) -> dict[str, Transaction]:
|
||||||
|
'''
|
||||||
|
Normalize a flex report or API retrieved executions
|
||||||
|
ledger into our standard record format.
|
||||||
|
|
||||||
|
'''
|
||||||
|
records: list[Transaction] = []
|
||||||
|
|
||||||
|
for tid, record in ledger.items():
|
||||||
|
conid = record.get('conId') or record['conid']
|
||||||
|
comms = record.get('commission')
|
||||||
|
if comms is None:
|
||||||
|
comms = -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')
|
||||||
|
|
||||||
|
# NOTE: remove null values since `tomlkit` can't serialize
|
||||||
|
# them to file.
|
||||||
|
dnc = record.pop('deltaNeutralContract', False)
|
||||||
|
if dnc is not None:
|
||||||
|
record['deltaNeutralContract'] = dnc
|
||||||
|
|
||||||
|
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
|
||||||
|
dtstr = record.get('datetime')
|
||||||
|
date = record.get('date')
|
||||||
|
flex_dtstr = record.get('dateTime')
|
||||||
|
|
||||||
|
if dtstr or date:
|
||||||
|
dt = pendulum.parse(dtstr or date)
|
||||||
|
|
||||||
|
elif flex_dtstr:
|
||||||
|
# probably a flex record with a wonky non-std timestamp..
|
||||||
|
dt = parse_flex_dt(record['dateTime'])
|
||||||
|
|
||||||
|
# special handling of symbol extraction from
|
||||||
|
# flex records using some ad-hoc schema parsing.
|
||||||
|
asset_type: str = record.get(
|
||||||
|
'assetCategory'
|
||||||
|
) or record.get('secType', 'STK')
|
||||||
|
|
||||||
|
# TODO: XXX: WOA this is kinda hacky.. probably
|
||||||
|
# should figure out the correct future pair key more
|
||||||
|
# explicitly and consistently?
|
||||||
|
if asset_type == 'FUT':
|
||||||
|
# (flex) ledger entries don't have any simple 3-char key?
|
||||||
|
symbol = record['symbol'][:3]
|
||||||
|
asset_type: str = 'future'
|
||||||
|
|
||||||
|
elif asset_type == 'STK':
|
||||||
|
asset_type: str = 'stock'
|
||||||
|
|
||||||
|
# try to build out piker fqme from record.
|
||||||
|
expiry = (
|
||||||
|
record.get('lastTradeDateOrContractMonth')
|
||||||
|
or record.get('expiry')
|
||||||
|
)
|
||||||
|
|
||||||
|
if expiry:
|
||||||
|
expiry = str(expiry).strip(' ')
|
||||||
|
suffix = f'{exch}.{expiry}'
|
||||||
|
expiry = pendulum.parse(expiry)
|
||||||
|
|
||||||
|
# src: str = record['currency']
|
||||||
|
price_tick: Decimal = digits_to_dec(dec_digits(price))
|
||||||
|
|
||||||
|
pair = MktPair.from_fqme(
|
||||||
|
fqme=f'{symbol}.{suffix}.ib',
|
||||||
|
bs_mktid=str(conid),
|
||||||
|
_atype=str(asset_type), # XXX: can't serlialize `tomlkit.String`
|
||||||
|
|
||||||
|
price_tick=price_tick,
|
||||||
|
# NOTE: for "legacy" assets, volume is normally discreet, not
|
||||||
|
# a float, but we keep a digit in case the suitz decide
|
||||||
|
# to get crazy and change it; we'll be kinda ready
|
||||||
|
# schema-wise..
|
||||||
|
size_tick='1',
|
||||||
|
)
|
||||||
|
|
||||||
|
fqme = pair.fqme
|
||||||
|
|
||||||
|
# NOTE: for flex records the normal fields for defining an fqme
|
||||||
|
# sometimes won't be available so we rely on two approaches for
|
||||||
|
# the "reverse lookup" of piker style fqme 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 fqme from that table (see
|
||||||
|
# `trades_dialogue()` above).
|
||||||
|
insort(
|
||||||
|
records,
|
||||||
|
Transaction(
|
||||||
|
fqme=fqme,
|
||||||
|
sym=pair,
|
||||||
|
tid=tid,
|
||||||
|
size=size,
|
||||||
|
price=price,
|
||||||
|
cost=comms,
|
||||||
|
dt=dt,
|
||||||
|
expiry=expiry,
|
||||||
|
bs_mktid=str(conid),
|
||||||
|
),
|
||||||
|
key=lambda t: t.dt
|
||||||
|
)
|
||||||
|
|
||||||
|
return {r.tid: r for r in records}
|
||||||
|
|
||||||
|
|
||||||
|
def api_trades_to_ledger_entries(
|
||||||
|
accounts: bidict[str, str],
|
||||||
|
|
||||||
|
# TODO: maybe we should just be passing through the
|
||||||
|
# ``ib_insync.order.Trade`` instance directly here
|
||||||
|
# instead of pre-casting to dicts?
|
||||||
|
trade_entries: list[dict],
|
||||||
|
|
||||||
|
) -> dict:
|
||||||
|
'''
|
||||||
|
Convert API execution objects entry objects into ``dict`` form,
|
||||||
|
pretty much straight up without modification except add
|
||||||
|
a `pydatetime` field from the parsed timestamp.
|
||||||
|
|
||||||
|
'''
|
||||||
|
trades_by_account = {}
|
||||||
|
for t in trade_entries:
|
||||||
|
# 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['pydatetime'] = dt
|
||||||
|
entry['datetime'] = 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
|
||||||
|
|
||||||
|
# sort entries in output by python based datetime
|
||||||
|
for acctid in trades_by_account:
|
||||||
|
trades_by_account[acctid] = dict(sorted(
|
||||||
|
trades_by_account[acctid].items(),
|
||||||
|
key=lambda entry: entry[1].pop('pydatetime'),
|
||||||
|
))
|
||||||
|
|
||||||
|
return trades_by_account
|
Loading…
Reference in New Issue