Support `0` value `reqid`s 🤦

More or less just to avoid orders the user wasn't aware of from
persisting until we get "open order relaying" through the ems working.

Some further fixes which required a new `reqids2txids` map which keeps
track of which `kraken` "txid" is mapped to our `reqid: int`; mainly
this was needed for cancel requests which require knowing the underlying
`txid`s (since apparently kraken doesn't keep track of the "reqid"  we
pass it). Pass the ws instance into `handle_order_updates()` to enable
the cancelling orders on startup. Don't key error on unknown `reqid`
values (for eg. when receiving historical trade events on startup).
Handle cancel requests first in the ems side loop.

piker/_daemon.py

@@ -22,10 +22,10 @@ from typing import Optional, Union, Callable, Any
 from contextlib import asynccontextmanager as acm
 from collections import defaultdict
 
-from pydantic import BaseModel
+from msgspec import Struct
+import tractor
 import trio
 from trio_typing import TaskStatus
-import tractor
 
 from .log import get_logger, get_console_log
 from .brokers import get_brokermod
@@ -47,16 +47,13 @@ _root_modules = [
 ]
 
 
-class Services(BaseModel):
+class Services(Struct):
 
     actor_n: tractor._supervise.ActorNursery
     service_n: trio.Nursery
     debug_mode: bool  # tractor sub-actor debug mode flag
     service_tasks: dict[str, tuple[trio.CancelScope, tractor.Portal]] = {}
 
-    class Config:
-        arbitrary_types_allowed = True
-
     async def start_service_task(
         self,
         name: str,

piker/brokers/binance.py

@@ -34,13 +34,13 @@ from fuzzywuzzy import process as fuzzy
 import numpy as np
 import tractor
 from pydantic.dataclasses import dataclass
-from pydantic import BaseModel
 import wsproto
 
 from .._cacheables import open_cached_client
 from ._util import resproc, SymbolNotFound
 from ..log import get_logger, get_console_log
 from ..data import ShmArray
+from ..data.types import Struct
 from ..data._web_bs import open_autorecon_ws, NoBsWs
 
 log = get_logger(__name__)
@@ -79,12 +79,14 @@ _show_wap_in_history = False
 
 
 # https://binance-docs.github.io/apidocs/spot/en/#exchange-information
-class Pair(BaseModel):
+class Pair(Struct, frozen=True):
     symbol: str
     status: str
 
     baseAsset: str
     baseAssetPrecision: int
+    cancelReplaceAllowed: bool
+    allowTrailingStop: bool
     quoteAsset: str
     quotePrecision: int
     quoteAssetPrecision: int
@@ -287,7 +289,7 @@ async def get_client() -> Client:
 
 
 # validation type
-class AggTrade(BaseModel):
+class AggTrade(Struct):
     e: str  # Event type
     E: int  # Event time
     s: str  # Symbol
@@ -341,7 +343,9 @@ async def stream_messages(ws: NoBsWs) -> AsyncGenerator[NoBsWs, dict]:
 
         elif msg.get('e') == 'aggTrade':
 
-            # validate
+            # NOTE: this is purely for a definition, ``msgspec.Struct``
+            # does not runtime-validate until you decode/encode.
+            # see: https://jcristharif.com/msgspec/structs.html#type-validation
             msg = AggTrade(**msg)
 
             # TODO: type out and require this quote format
@@ -352,8 +356,8 @@ async def stream_messages(ws: NoBsWs) -> AsyncGenerator[NoBsWs, dict]:
                 'brokerd_ts': time.time(),
                 'ticks': [{
                     'type': 'trade',
-                    'price': msg.p,
+                    'price': float(msg.p),
-                    'size': msg.q,
+                    'size': float(msg.q),
                     'broker_ts': msg.T,
                 }],
             }
@@ -448,7 +452,7 @@ async def stream_quotes(
             d = cache[sym.upper()]
             syminfo = Pair(**d)  # validation
 
-            si = sym_infos[sym] = syminfo.dict()
+            si = sym_infos[sym] = syminfo.to_dict()
 
             # XXX: after manually inspecting the response format we
             # just directly pick out the info we need

piker/brokers/ib/broker.py

@@ -148,7 +148,7 @@ async def handle_order_requests(
                 oid=request_msg['oid'],
                 symbol=request_msg['symbol'],
                 reason=f'No account found: `{account}` ?',
-            ).dict())
+            ))
             continue
 
         client = _accounts2clients.get(account)
@@ -161,7 +161,7 @@ async def handle_order_requests(
                 oid=request_msg['oid'],
                 symbol=request_msg['symbol'],
                 reason=f'No api client loaded for account: `{account}` ?',
-            ).dict())
+            ))
             continue
 
         if action in {'buy', 'sell'}:
@@ -188,7 +188,7 @@ async def handle_order_requests(
                     oid=request_msg['oid'],
                     symbol=request_msg['symbol'],
                     reason='Order already active?',
-                ).dict())
+                ))
 
             # deliver ack that order has been submitted to broker routing
             await ems_order_stream.send(
@@ -197,9 +197,8 @@ async def handle_order_requests(
                     oid=order.oid,
                     # broker specific request id
                     reqid=reqid,
-                    time_ns=time.time_ns(),
                     account=account,
-                ).dict()
+                )
             )
 
         elif action == 'cancel':
@@ -559,7 +558,7 @@ async def trades_dialogue(
                     cids2pps,
                     validate=True,
                 )
-                all_positions.extend(msg.dict() for msg in msgs)
+                all_positions.extend(msg for msg in msgs)
 
         if not all_positions and cids2pps:
             raise RuntimeError(
@@ -665,7 +664,7 @@ async def emit_pp_update(
             msg = msgs[0]
             break
 
-    await ems_stream.send(msg.dict())
+    await ems_stream.send(msg)
 
 
 async def deliver_trade_events(
@@ -743,7 +742,7 @@ async def deliver_trade_events(
 
                     broker_details={'name': 'ib'},
                 )
-                await ems_stream.send(msg.dict())
+                await ems_stream.send(msg)
 
             case 'fill':
 
@@ -803,7 +802,7 @@ async def deliver_trade_events(
                     broker_time=trade_entry['broker_time'],
 
                 )
-                await ems_stream.send(msg.dict())
+                await ems_stream.send(msg)
 
                 # 2 cases:
                 # - fill comes first or
@@ -879,7 +878,7 @@ async def deliver_trade_events(
                 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.dict())
+                # await ems_stream.send(msg)
 
             case 'event':
 
@@ -891,7 +890,7 @@ async def deliver_trade_events(
                 # level...
                 # reqid = item.get('reqid', 0)
                 # if getattr(msg, 'reqid', 0) < -1:
-                # log.info(f"TWS triggered trade\n{pformat(msg.dict())}")
+                # log.info(f"TWS triggered trade\n{pformat(msg)}")
 
                 # msg.reqid = 'tws-' + str(-1 * reqid)
 

piker/brokers/kraken/README.rst

@@ -0,0 +1,64 @@
+``kraken`` backend
+------------------
+though they don't have the most liquidity of all the cexes they sure are
+accommodating to those of us who appreciate a little ``xmr``.
+
+status
+******
+current support is *production grade* and both real-time data and order
+management should be correct and fast. this backend is used by core devs
+for live trading.
+
+
+config
+******
+In order to get order mode support your ``brokers.toml``
+needs to have something like the following:
+
+.. code:: toml
+
+   [kraken]
+   accounts.spot = 'spot'
+   key_descr = "spot"
+   api_key = "69696969696969696696969696969696969696969696969696969696"
+   secret = "BOOBSBOOBSBOOBSBOOBSBOOBSSMBZ69696969696969669969696969696"
+
+
+If everything works correctly you should see any current positions
+loaded in the pps pane on chart load and you should also be able to
+check your trade records in the file::
+
+    <pikerk_conf_dir>/ledgers/trades_kraken_spot.toml
+
+
+An example ledger file will have entries written verbatim from the
+trade events schema:
+
+.. code:: toml
+
+    [TFJBKK-SMBZS-VJ4UWS]
+    ordertxid = "SMBZSA-7CNQU-3HWLNJ"
+    postxid = "SMBZSE-M7IF5-CFI7LT"
+    pair = "XXMRZEUR"
+    time = 1655691993.4133966
+    type = "buy"
+    ordertype = "limit"
+    price = "103.97000000"
+    cost = "499.99999977"
+    fee = "0.80000000"
+    vol = "4.80907954"
+    margin = "0.00000000"
+    misc = ""
+
+
+your ``pps.toml`` file will have position entries like,
+
+.. code:: toml
+
+   [kraken.spot."xmreur.kraken"]
+   size = 4.80907954
+   be_price = 103.97000000
+   bsuid = "XXMRZEUR"
+   clears = [
+    { tid = "TFJBKK-SMBZS-VJ4UWS", cost = 0.8, price = 103.97, size = 4.80907954, dt = "2022-05-20T02:26:33.413397+00:00" },
+   ]

piker/brokers/kraken/api.py

@@ -282,6 +282,7 @@ class Client:
                 "volume": str(size),
             }
             return await self.endpoint('AddOrder', data)
+
         else:
             # Edit order data for kraken api
             data["txid"] = reqid

piker/brokers/kraken/broker.py

@@ -18,21 +18,23 @@
 Order api and machinery
 
 '''
-from contextlib import asynccontextmanager as acm
+from contextlib import (
+    asynccontextmanager as acm,
+    contextmanager as cm,
+)
 from functools import partial
-from itertools import chain
+from itertools import chain, count
 from pprint import pformat
 import time
 from typing import (
     Any,
     AsyncIterator,
-    # Callable,
+    Union,
-    # Optional,
-    # Union,
 )
 
+from async_generator import aclosing
+from bidict import bidict
 import pendulum
-from pydantic import BaseModel
 import trio
 import tractor
 import wsproto
@@ -61,179 +63,137 @@ from .feed import (
     stream_messages,
 )
 
-
+MsgUnion = Union[
-class Trade(BaseModel):
+    BrokerdCancel,
-    '''
+    BrokerdError,
-    Trade class that helps parse and validate ownTrades stream
+    BrokerdFill,
-
+    BrokerdOrder,
-    '''
+    BrokerdOrderAck,
-    reqid: str  # kraken order transaction id
+    BrokerdPosition,
-    action: str  # buy or sell
+    BrokerdStatus,
-    price: float  # price of asset
+]
-    size: float  # vol of asset
-    broker_time: str  # e.g GTC, GTD
 
 
 async def handle_order_requests(
 
+    ws: NoBsWs,
     client: Client,
     ems_order_stream: tractor.MsgStream,
+    token: str,
+    emsflow: dict[str, list[MsgUnion]],
+    ids: bidict[str, int],
+    reqids2txids: dict[int, str],
 
 ) -> None:
+    '''
+    Process new order submission requests from the EMS
+    and deliver acks or errors.
 
-    request_msg: dict
+    '''
+    # XXX: UGH, let's unify this.. with ``msgspec``.
+    msg: dict[str, Any]
     order: BrokerdOrder
+    counter = count()
 
-    async for request_msg in ems_order_stream:
+    async for msg in ems_order_stream:
-        log.info(
+        log.info(f'Rx order msg:\n{pformat(msg)}')
-            'Received order request:\n'
+        match msg:
-            f'{pformat(request_msg)}'
+            case {
-        )
+                'action': 'cancel',
+            }:
+                cancel = BrokerdCancel(**msg)
+                last = emsflow[cancel.oid]
+                reqid = ids[cancel.oid]
+                txid = reqids2txids[reqid]
 
-        action = request_msg['action']
+                # call ws api to cancel:
+                # https://docs.kraken.com/websockets/#message-cancelOrder
+                await ws.send_msg({
+                    'event': 'cancelOrder',
+                    'token': token,
+                    'reqid': reqid,
+                    'txid': [txid],  # should be txid from submission
+                })
 
-        if action in {'buy', 'sell'}:
+            case {
+                'account': 'kraken.spot' as account,
+                'action': action,
+            } if action in {'buy', 'sell'}:
 
-            account = request_msg['account']
+                # validate
-            if account != 'kraken.spot':
+                order = BrokerdOrder(**msg)
-                log.error(
-                    'This is a kraken account, \
-                    only a `kraken.spot` selection is valid'
-                )
-                await ems_order_stream.send(BrokerdError(
-                    oid=request_msg['oid'],
-                    symbol=request_msg['symbol'],
 
-                    # reason=f'Kraken only, No account found: `{account}` ?',
+                # logic from old `Client.submit_limit()`
-                    reason=(
+                if order.oid in ids:
-                        'Kraken only, order mode disabled due to '
+                    ep = 'editOrder'
-                        'https://github.com/pikers/piker/issues/299'
+                    reqid = ids[order.oid]  # integer not txid
-                    ),
+                    txid = reqids2txids[reqid]
+                    extra = {
+                        'orderid': txid,  # txid
+                    }
 
-                ).dict())
-                continue
-
-            # validate
-            order = BrokerdOrder(**request_msg)
-            # call our client api to submit the order
-            resp = await client.submit_limit(
-                symbol=order.symbol,
-                price=order.price,
-                action=order.action,
-                size=order.size,
-                reqid=order.reqid,
-            )
-
-            err = resp['error']
-            if err:
-                oid = order.oid
-                log.error(f'Failed to submit order: {oid}')
-
-                await ems_order_stream.send(
-                    BrokerdError(
-                        oid=order.oid,
-                        reqid=order.reqid,
-                        symbol=order.symbol,
-                        reason="Failed order submission",
-                        broker_details=resp
-                    ).dict()
-                )
-            else:
-                # TODO: handle multiple orders (cancels?)
-                #       txid is an array of strings
-                if order.reqid is None:
-                    reqid = resp['result']['txid'][0]
                 else:
-                    # update the internal pairing of oid to krakens
+                    ep = 'addOrder'
-                    # txid with the new txid that is returned on edit
+                    reqid = next(counter)
-                    reqid = resp['result']['txid']
+                    ids[order.oid] = reqid
+                    log.debug(
+                        f"Adding order {reqid}\n"
+                        f'{ids}'
+                    )
+                    extra = {
+                        'ordertype': 'limit',
+                        'type': order.action,
+                    }
 
-                # deliver ack that order has been submitted to broker routing
+                    psym = order.symbol.upper()
-                await ems_order_stream.send(
+                    pair = f'{psym[:3]}/{psym[3:]}'
-                    BrokerdOrderAck(
 
-                        # ems order request id
+                # call ws api to submit the order:
-                        oid=order.oid,
+                # https://docs.kraken.com/websockets/#message-addOrder
+                req = {
+                    'event': ep,
+                    'token': token,
 
-                        # broker specific request id
+                    'reqid': reqid,  # remapped-to-int uid from ems
-                        reqid=reqid,
+                    'pair': pair,
+                    'price': str(order.price),
+                    'volume': str(order.size),
 
-                        # account the made the order
+                    # only ensures request is valid, nothing more
-                        account=order.account
+                    # validate: 'true',
 
-                    ).dict()
+                } | extra
+                log.info(f'Submitting WS order request:\n{pformat(req)}')
+                await ws.send_msg(req)
+
+                resp = BrokerdOrderAck(
+                    oid=order.oid,  # ems order request id
+                    reqid=reqid,  # our custom int mapping
+                    account=account,  # piker account
                 )
+                await ems_order_stream.send(resp)
 
-        elif action == 'cancel':
+                # placehold for sanity checking in relay loop
-            msg = BrokerdCancel(**request_msg)
+                emsflow.setdefault(order.oid, []).append(order)
 
-            # Send order cancellation to kraken
+            case _:
-            resp = await client.submit_cancel(
+                account = msg.get('account')
-                reqid=msg.reqid
+                if account != 'kraken.spot':
-            )
+                    log.error(
-
+                        'This is a kraken account, \
-            # Check to make sure there was no error returned by
+                        only a `kraken.spot` selection is valid'
-            # the kraken endpoint. Assert one order was cancelled.
+                    )
-            try:
-                result = resp['result']
-                count = result['count']
-
-            # check for 'error' key if we received no 'result'
-            except KeyError:
-                error = resp.get('error')
 
                 await ems_order_stream.send(
                     BrokerdError(
-                        oid=msg.oid,
+                        oid=msg['oid'],
-                        reqid=msg.reqid,
+                        symbol=msg['symbol'],
-                        symbol=msg.symbol,
+                        reason=(
-                        reason="Failed order cancel",
+                            'Invalid request msg:\n{msg}'
-                        broker_details=resp
+                        ),
-                    ).dict()
-                )
 
-                if not error:
-                    raise BrokerError(f'Unknown order cancel response: {resp}')
-
-            else:
-                if not count:  # no orders were cancelled?
-
-                    # XXX: what exactly is this from and why would we care?
-                    # there doesn't seem to be any docs here?
-                    # https://docs.kraken.com/rest/#operation/cancelOrder
-
-                    # Check to make sure the cancellation is NOT pending,
-                    # then send the confirmation to the ems order stream
-                    pending = result.get('pending')
-                    if pending:
-                        log.error(f'Order {oid} cancel was not yet successful')
-
-                        await ems_order_stream.send(
-                            BrokerdError(
-                                oid=msg.oid,
-                                reqid=msg.reqid,
-                                symbol=msg.symbol,
-                                # TODO: maybe figure out if pending
-                                # cancels will eventually get cancelled
-                                reason="Order cancel is still pending?",
-                                broker_details=resp
-                            ).dict()
-                        )
-
-                else:  # order cancel success case.
-
-                    await ems_order_stream.send(
-                        BrokerdStatus(
-                            reqid=msg.reqid,
-                            account=msg.account,
-                            time_ns=time.time_ns(),
-                            status='cancelled',
-                            reason='Order cancelled',
-                            broker_details={'name': 'kraken'}
-                        ).dict()
                     )
-    else:
+                )
-        log.error(f'Unknown order command: {request_msg}')
 
 
 @acm
@@ -310,13 +270,13 @@ async def trades_dialogue(
         log.info(
             f'Loaded {len(trades)} trades from account `{acc_name}`'
         )
-        trans = await update_ledger(acctid, trades)
+        with open_ledger(acctid, trades) as trans:
-        active, closed = pp.update_pps_conf(
+            active, closed = pp.update_pps_conf(
-            'kraken',
+                'kraken',
-            acctid,
+                acctid,
-            trade_records=trans,
+                trade_records=trans,
-            ledger_reload={}.fromkeys(t.bsuid for t in trans),
+                ledger_reload={}.fromkeys(t.bsuid for t in trans),
-        )
+            )
 
         position_msgs: list[dict] = []
         pps: dict[int, pp.Position]
@@ -330,7 +290,7 @@ async def trades_dialogue(
                     avg_price=p.be_price,
                     currency='',
                 )
-                position_msgs.append(msg.dict())
+                position_msgs.append(msg)
 
         await ctx.started(
             (position_msgs, [acc_name])
@@ -357,135 +317,441 @@ async def trades_dialogue(
                 ),
             ) as ws,
             trio.open_nursery() as n,
+            aclosing(stream_messages(ws)) as stream,
         ):
+            # task local msg dialog tracking
+            emsflow: dict[
+                str,
+                list[MsgUnion],
+            ] = {}
+
+            # 2way map for ems ids to kraken int reqids..
+            ids: bidict[str, int] = bidict()
+            reqids2txids: dict[int, str] = {}
+
             # task for processing inbound requests from ems
-            n.start_soon(handle_order_requests, client, ems_stream)
+            n.start_soon(
+                handle_order_requests,
+                ws,
+                client,
+                ems_stream,
+                token,
+                emsflow,
+                ids,
+                reqids2txids,
+            )
 
-            count: int = 0
+            # enter relay loop
+            await handle_order_updates(
+                ws,
+                stream,
+                ems_stream,
+                emsflow,
+                ids,
+                reqids2txids,
+                trans,
+                acctid,
+                acc_name,
+                token,
+            )
 
-            # process and relay trades events to ems
+
+async def handle_order_updates(
+    ws: NoBsWs,
+    ws_stream: AsyncIterator,
+    ems_stream: tractor.MsgStream,
+    emsflow: dict[str, list[MsgUnion]],
+    ids: bidict[str, int],
+    reqids2txids: dict[int, str],
+    trans: list[pp.Transaction],
+    acctid: str,
+    acc_name: str,
+    token: str,
+
+) -> None:
+    '''
+    Main msg handling loop for all things order management.
+
+    This code is broken out to make the context explicit and state variables
+    defined in the signature clear to the reader.
+
+    '''
+    # transaction records which will be updated
+    # on new trade clearing events (aka order "fills")
+    trans: list[pp.Transaction]
+
+    async for msg in ws_stream:
+        match msg:
+            # process and relay clearing trade events to ems
             # https://docs.kraken.com/websockets/#message-ownTrades
-            async for msg in stream_messages(ws):
+            case [
-                match msg:
+                trades_msgs,
-                    case [
+                'ownTrades',
-                        trades_msgs,
+                # won't exist for historical values?
-                        'ownTrades',
+                # 'userref': reqid,
-                        {'sequence': seq},
+                {'sequence': seq},
-                    ]:
+            ]:
-                        # XXX: do we actually need this orrr?
+                # flatten msgs to an {id -> data} table for processing
-                        # ensure that we are only processing new trades?
+                trades = {
-                        assert seq > count
+                    tid: trade
-                        count += 1
+                    for entry in trades_msgs
+                    for (tid, trade) in entry.items()
 
-                        # flatten msgs for processing
+                    # only emit entries which are already not-in-ledger
-                        trades = {
+                    if tid not in {r.tid for r in trans}
-                            tid: trade
+                }
-                            for entry in trades_msgs
+                for tid, trade in trades.items():
-                            for (tid, trade) in entry.items()
 
-                            # only emit entries which are already not-in-ledger
+                    # NOTE: try to get the requid sent in the order
-                            if tid not in {r.tid for r in trans}
+                    # request message if posssible; it may not be
-                        }
+                    # provided since this sub also returns generic
-                        for tid, trade in trades.items():
+                    # historical trade events.
+                    reqid = trade.get('userref', trade['ordertxid'])
 
-                            # parse-cast
+                    action = trade['type']
-                            reqid = trade['ordertxid']
+                    price = float(trade['price'])
-                            action = trade['type']
+                    size = float(trade['vol'])
-                            price = float(trade['price'])
+                    broker_time = float(trade['time'])
-                            size = float(trade['vol'])
+
-                            broker_time = float(trade['time'])
+                    # send a fill msg for gui update
+                    fill_msg = BrokerdFill(
+                        reqid=reqid,
+
+                        time_ns=time.time_ns(),
+
+                        action=action,
+                        size=size,
+                        price=price,
+                        # TODO: maybe capture more msg data
+                        # i.e fees?
+                        broker_details={'name': 'kraken'},
+                        broker_time=broker_time
+                    )
+                    await ems_stream.send(fill_msg)
+
+                    filled_msg = BrokerdStatus(
+                        reqid=reqid,
+                        time_ns=time.time_ns(),
+
+                        account=acc_name,
+                        status='filled',
+                        filled=size,
+                        reason='Order filled by kraken',
+                        broker_details={
+                            'name': 'kraken',
+                            'broker_time': broker_time
+                        },
+
+                        # TODO: figure out if kraken gives a count
+                        # of how many units of underlying were
+                        # filled. Alternatively we can decrement
+                        # this value ourselves by associating and
+                        # calcing from the diff with the original
+                        # client-side request, see:
+                        # https://github.com/pikers/piker/issues/296
+                        remaining=0,
+                    )
+                    await ems_stream.send(filled_msg)
+
+                # update ledger and position tracking
+                with open_ledger(acctid, trades) as trans:
+                    active, closed = pp.update_pps_conf(
+                        'kraken',
+                        acctid,
+                        trade_records=trans,
+                        ledger_reload={}.fromkeys(
+                            t.bsuid for t in trans),
+                    )
+
+                # emit any new pp msgs to ems
+                for pos in filter(
+                    bool,
+                    chain(active.values(), closed.values()),
+                ):
+                    pp_msg = BrokerdPosition(
+                        broker='kraken',
+
+                        # 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'kraken.{acctid}',
+                        symbol=pos.symbol.front_fqsn(),
+                        size=pos.size,
+                        avg_price=pos.be_price,
+
+                        # TODO
+                        # currency=''
+                    )
+                    await ems_stream.send(pp_msg)
+
+            # process and relay order state change events
+            # https://docs.kraken.com/websockets/#message-openOrders
+            case [
+                order_msgs,
+                'openOrders',
+                {'sequence': seq},
+            ]:
+                for order_msg in order_msgs:
+                    log.info(
+                        f'Order msg update_{seq}:\n'
+                        f'{pformat(order_msg)}'
+                    )
+                    txid, update_msg = list(order_msg.items())[0]
+                    match update_msg:
+
+                        # we ignore internal order updates triggered by
+                        # kraken's "edit" endpoint.
+                        case {
+                            'cancel_reason': 'Order replaced',
+                            'status': status,
+                            'userref': reqid,
+                            **rest,
+                        }:
+                            continue
+
+                        case {
+                            'status': status,
+                            'userref': reqid,
+                            **rest,
+
+                            # XXX: eg. of remaining msg schema:
+                            # 'avg_price': _,
+                            # 'cost': _,
+                            # 'descr': {
+                                # 'close': None,
+                                # 'leverage': None,
+                                # 'order': descr,
+                                # 'ordertype': 'limit',
+                                # 'pair': 'XMR/EUR',
+                                # 'price': '74.94000000',
+                                # 'price2': '0.00000000',
+                                # 'type': 'buy'
+                            # },
+                            # 'expiretm': None,
+                            # 'fee': '0.00000000',
+                            # 'limitprice': '0.00000000',
+                            # 'misc': '',
+                            # 'oflags': 'fciq',
+                            # 'opentm': '1656966131.337344',
+                            # 'refid': None,
+                            # 'starttm': None,
+                            # 'stopprice': '0.00000000',
+                            # 'timeinforce': 'GTC',
+                            # 'vol': submit_vlm,  # '13.34400854',
+                            # 'vol_exec': exec_vlm,  # 0.0000
+                        }:
+                            ems_status = {
+                                'open': 'submitted',
+                                'closed': 'cancelled',
+                                'canceled': 'cancelled',
+                                # do we even need to forward
+                                # this state to the ems?
+                                'pending': 'pending',
+                            }[status]
+
+                            submit_vlm = rest.get('vol', 0)
+                            exec_vlm = rest.get('vol_exec', 0)
+
+                            reqids2txids[reqid] = txid
+
+                            oid = ids.inverse.get(reqid)
+                            if not oid:
+                                # TODO: handle these and relay them
+                                # through the EMS to the client / UI
+                                # side!
+                                log.warning(
+                                    f'Received active order {txid}:\n'
+                                    f'{update_msg}\n'
+                                    'Cancelling order for now!..'
+                                )
+
+                                # call ws api to cancel:
+                                # https://docs.kraken.com/websockets/#message-cancelOrder
+                                await ws.send_msg({
+                                    'event': 'cancelOrder',
+                                    'token': token,
+                                    'reqid': reqid,
+                                    'txid': [txid],
+                                })
+                                continue
+
+                            msgs = emsflow[oid]
+
+                            # send BrokerdStatus messages for all
+                            # order state updates
+                            resp = BrokerdStatus(
 
-                            # send a fill msg for gui update
-                            fill_msg = BrokerdFill(
                                 reqid=reqid,
-                                time_ns=time.time_ns(),
+                                time_ns=time.time_ns(),  # cuz why not
-
-                                action=action,
-                                size=size,
-                                price=price,
-                                # TODO: maybe capture more msg data
-                                # i.e fees?
-                                broker_details={'name': 'kraken'},
-                                broker_time=broker_time
-                            )
-                            await ems_stream.send(fill_msg.dict())
-
-                            filled_msg = BrokerdStatus(
-                                reqid=reqid,
-                                time_ns=time.time_ns(),
-
-                                account=acc_name,
-                                status='filled',
-                                filled=size,
-                                reason='Order filled by kraken',
-                                broker_details={
-                                    'name': 'kraken',
-                                    'broker_time': broker_time
-                                },
-
-                                # TODO: figure out if kraken gives a count
-                                # of how many units of underlying were
-                                # filled. Alternatively we can decrement
-                                # this value ourselves by associating and
-                                # calcing from the diff with the original
-                                # client-side request, see:
-                                # https://github.com/pikers/piker/issues/296
-                                remaining=0,
-                            )
-                            await ems_stream.send(filled_msg.dict())
-
-                        # update ledger and position tracking
-                        trans = await update_ledger(acctid, trades)
-                        active, closed = pp.update_pps_conf(
-                            'kraken',
-                            acctid,
-                            trade_records=trans,
-                            ledger_reload={}.fromkeys(
-                                t.bsuid for t in trans),
-                        )
-
-                        # emit pp msgs
-                        for pos in filter(
-                            bool,
-                            chain(active.values(), closed.values()),
-                        ):
-                            pp_msg = BrokerdPosition(
-                                broker='kraken',
-
-                                # 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'kraken.{acctid}',
-                                symbol=pos.symbol.front_fqsn(),
-                                size=pos.size,
-                                avg_price=pos.be_price,
 
-                                # TODO
+                                # everyone doin camel case..
-                                # currency=''
+                                status=ems_status,  # force lower case
+
+                                filled=exec_vlm,
+                                reason='',  # why held?
+                                remaining=(
+                                    float(submit_vlm)
+                                    -
+                                    float(exec_vlm)
+                                ),
+
+                                broker_details=dict(
+                                    {'name': 'kraken'}, **update_msg
+                                ),
                             )
-                            await ems_stream.send(pp_msg.dict())
+                            msgs.append(resp)
+                            await ems_stream.send(resp)
 
-                    case [
+                        case _:
-                        trades_msgs,
+                            log.warning(
-                        'openOrders',
+                                'Unknown orders msg:\n'
-                        {'sequence': seq},
+                                f'{txid}:{order_msg}'
-                    ]:
+                            )
-                        # TODO: async order update handling which we
-                        # should remove from `handle_order_requests()`
-                        # above:
-                        # https://github.com/pikers/piker/issues/293
-                        # https://github.com/pikers/piker/issues/310
-                        log.info(f'Order update {seq}:{trades_msgs}')
 
-                    case _:
+            case {
-                        log.warning(f'Unhandled trades msg: {msg}')
+                'event': etype,
-                        await tractor.breakpoint()
+                'status': status,
+                'reqid': reqid,
+                **rest,
+            } as event if (
+                etype in {
+                    'addOrderStatus',
+                    'editOrderStatus',
+                    'cancelOrderStatus',
+                }
+            ):
+                oid = ids.inverse.get(reqid)
+                if not oid:
+                    log.warning(
+                        'Unknown order status update?:\n'
+                        f'{event}'
+                    )
+                    continue
+
+                txid = rest.get('txid')
+                if txid:
+                    reqids2txids[reqid] = txid
+
+                msgs = emsflow[oid]
+                last = msgs[-1]
+                resps, errored = process_status(
+                    event,
+                    oid,
+                    token,
+                    msgs,
+                    last,
+                )
+                if resps:
+                    msgs.extend(resps)
+                    for resp in resps:
+                        await ems_stream.send(resp)
+
+            case _:
+                log.warning(f'Unhandled trades update msg: {msg}')
+
+
+def process_status(
+    event: dict[str, str],
+    oid: str,
+    token: str,
+    msgs: list[MsgUnion],
+    last: MsgUnion,
+
+) -> tuple[list[MsgUnion], bool]:
+    '''
+    Process `'[add/edit/cancel]OrderStatus'` events by translating to
+    and returning the equivalent EMS-msg responses.
+
+    '''
+    match event:
+        case {
+            'event': etype,
+            'status': 'error',
+            'reqid': reqid,
+            'errorMessage': errmsg,
+        }:
+            # any of ``{'add', 'edit', 'cancel'}``
+            action = etype.rstrip('OrderStatus')
+            log.error(
+                f'Failed to {action} order {reqid}:\n'
+                f'{errmsg}'
+            )
+            resp = BrokerdError(
+                oid=oid,
+                # XXX: use old reqid in case it changed?
+                reqid=reqid,
+                symbol=getattr(last, 'symbol', 'N/A'),
+
+                reason=f'Failed {action}:\n{errmsg}',
+                broker_details=event
+            )
+            return [resp], True
+
+        # successful request cases
+        case {
+            'event': 'addOrderStatus',
+            'status': "ok",
+            'reqid': reqid,  # oid from ems side
+            'txid': txid,
+            'descr': descr,  # only on success?
+        }:
+            log.info(
+                f'Submitting order: {descr}\n'
+                f'ems oid: {oid}\n'
+                f're-mapped reqid: {reqid}\n'
+                f'txid: {txid}\n'
+            )
+            return [], False
+
+        case {
+            'event': 'editOrderStatus',
+            'status': "ok",
+            'reqid': reqid,  # oid from ems side
+            'descr': descr,
+
+            # NOTE: for edit request this is a new value
+            'txid': txid,
+            'originaltxid': origtxid,
+        }:
+            log.info(
+                f'Editting order {oid}[requid={reqid}]:\n'
+                f'txid: {origtxid} -> {txid}\n'
+                f'{descr}'
+            )
+            # deliver another ack to update the ems-side `.reqid`.
+            return [], False
+
+        case {
+            "event": "cancelOrderStatus",
+            "status": "ok",
+            'reqid': reqid,
+
+            # XXX: sometimes this isn't provided!?
+            # 'txid': txids,
+            **rest,
+        }:
+            # TODO: should we support "batch" acking of
+            # multiple cancels thus avoiding the below loop?
+            resps: list[MsgUnion] = []
+            for txid in rest.get('txid', [last.reqid]):
+                resp = BrokerdStatus(
+                    reqid=reqid,
+                    account=last.account,
+                    time_ns=time.time_ns(),
+                    status='cancelled',
+                    reason='Cancel success: {oid}@{txid}',
+                    broker_details=event,
+                )
+                resps.append(resp)
+
+            return resps, False
 
 
 def norm_trade_records(
@@ -494,10 +760,9 @@ def norm_trade_records(
 ) -> list[pp.Transaction]:
 
     records: list[pp.Transaction] = []
-
     for tid, record in ledger.items():
 
-        size = record.get('vol') * {
+        size = float(record.get('vol')) * {
             'buy': 1,
             'sell': -1,
         }[record['type']]
@@ -508,7 +773,7 @@ def norm_trade_records(
             pp.Transaction(
                 fqsn=f'{norm_sym}.kraken',
                 tid=tid,
-                size=float(size),
+                size=size,
                 price=float(record['price']),
                 cost=float(record['fee']),
                 dt=pendulum.from_timestamp(float(record['time'])),
@@ -522,19 +787,24 @@ def norm_trade_records(
     return records
 
 
-async def update_ledger(
+@cm
+def open_ledger(
     acctid: str,
     trade_entries: list[dict[str, Any]],
 
 ) -> list[pp.Transaction]:
+    '''
+    Write recent session's trades to the user's (local) ledger file.
 
-    # write recent session's trades to the user's (local) ledger file.
+    '''
     with pp.open_trade_ledger(
         'kraken',
         acctid,
     ) as ledger:
-        ledger.update(trade_entries)
 
-    # normalize to transaction form
+        # normalize to transaction form
-    records = norm_trade_records(trade_entries)
+        records = norm_trade_records(trade_entries)
-    return records
+        yield records
+
+        # update on exit
+        ledger.update(trade_entries)

piker/brokers/kraken/feed.py

@@ -31,7 +31,6 @@ import time
 from fuzzywuzzy import process as fuzzy
 import numpy as np
 import pendulum
-from pydantic import BaseModel
 from trio_typing import TaskStatus
 import tractor
 import trio
@@ -45,6 +44,7 @@ from piker.brokers._util import (
 )
 from piker.log import get_console_log
 from piker.data import ShmArray
+from piker.data.types import Struct
 from piker.data._web_bs import open_autorecon_ws, NoBsWs
 from . import log
 from .api import (
@@ -54,7 +54,7 @@ from .api import (
 
 
 # https://www.kraken.com/features/api#get-tradable-pairs
-class Pair(BaseModel):
+class Pair(Struct):
     altname: str  # alternate pair name
     wsname: str  # WebSocket pair name (if available)
     aclass_base: str  # asset class of base component
@@ -117,9 +117,8 @@ async def stream_messages(
                 too_slow_count = 0
                 continue
 
-        if isinstance(msg, dict):
+        match msg:
-            if msg.get('event') == 'heartbeat':
+            case {'event': 'heartbeat'}:
-
                 now = time.time()
                 delay = now - last_hb
                 last_hb = now
@@ -130,11 +129,20 @@ async def stream_messages(
 
                 continue
 
-            err = msg.get('errorMessage')
+            case {
-            if err:
+                'connectionID': _,
-                raise BrokerError(err)
+                'event': 'systemStatus',
-        else:
+                'status': 'online',
-            yield msg
+                'version': _,
+            } as msg:
+                log.info(
+                    'WS connection is up:\n'
+                    f'{msg}'
+                )
+                continue
+
+            case _:
+                yield msg
 
 
 async def process_data_feed_msgs(
@@ -145,37 +153,60 @@ async def process_data_feed_msgs(
 
     '''
     async for msg in stream_messages(ws):
+        match msg:
+            case {
+                'errorMessage': errmsg
+            }:
+                raise BrokerError(errmsg)
 
-        chan_id, *payload_array, chan_name, pair = msg
+            case {
+                'event': 'subscriptionStatus',
+            } as sub:
+                log.info(
+                    'WS subscription is active:\n'
+                    f'{sub}'
+                )
+                continue
 
-        if 'ohlc' in chan_name:
+            case [
+                chan_id,
+                *payload_array,
+                chan_name,
+                pair
+            ]:
+                if 'ohlc' in chan_name:
+                    yield 'ohlc', OHLC(
+                        chan_id,
+                        chan_name,
+                        pair,
+                        *payload_array[0]
+                    )
 
-            yield 'ohlc', OHLC(chan_id, chan_name, pair, *payload_array[0])
+                elif 'spread' in chan_name:
 
-        elif 'spread' in chan_name:
+                    bid, ask, ts, bsize, asize = map(
+                        float, payload_array[0])
 
-            bid, ask, ts, bsize, asize = map(float, payload_array[0])
+                    # TODO: really makes you think IB has a horrible API...
+                    quote = {
+                        'symbol': pair.replace('/', ''),
+                        'ticks': [
+                            {'type': 'bid', 'price': bid, 'size': bsize},
+                            {'type': 'bsize', 'price': bid, 'size': bsize},
 
-            # TODO: really makes you think IB has a horrible API...
+                            {'type': 'ask', 'price': ask, 'size': asize},
-            quote = {
+                            {'type': 'asize', 'price': ask, 'size': asize},
-                'symbol': pair.replace('/', ''),
+                        ],
-                'ticks': [
+                    }
-                    {'type': 'bid', 'price': bid, 'size': bsize},
+                    yield 'l1', quote
-                    {'type': 'bsize', 'price': bid, 'size': bsize},
 
-                    {'type': 'ask', 'price': ask, 'size': asize},
+                # elif 'book' in msg[-2]:
-                    {'type': 'asize', 'price': ask, 'size': asize},
+                #     chan_id, *payload_array, chan_name, pair = msg
-                ],
+                #     print(msg)
-            }
-            yield 'l1', quote
 
-        # elif 'book' in msg[-2]:
+            case _:
-        #     chan_id, *payload_array, chan_name, pair = msg
+                print(f'UNHANDLED MSG: {msg}')
-        #     print(msg)
+                # yield msg
-
-        else:
-            print(f'UNHANDLED MSG: {msg}')
-            yield msg
 
 
 def normalize(
@@ -316,7 +347,7 @@ async def stream_quotes(
             sym = sym.upper()
 
             si = Pair(**await client.symbol_info(sym))  # validation
-            syminfo = si.dict()
+            syminfo = si.to_dict()
             syminfo['price_tick_size'] = 1 / 10**si.pair_decimals
             syminfo['lot_tick_size'] = 1 / 10**si.lot_decimals
             syminfo['asset_type'] = 'crypto'
@@ -385,7 +416,7 @@ async def stream_quotes(
             msg_gen = process_data_feed_msgs(ws)
 
             # TODO: use ``anext()`` when it lands in 3.10!
-            typ, ohlc_last = await msg_gen.__anext__()
+            typ, ohlc_last = await anext(msg_gen)
 
             topic, quote = normalize(ohlc_last)
 

piker/clearing/_allocate.py

@@ -22,10 +22,9 @@ from enum import Enum
 from typing import Optional
 
 from bidict import bidict
-from pydantic import BaseModel, validator
-# from msgspec import Struct
 
 from ..data._source import Symbol
+from ..data.types import Struct
 from ..pp import Position
 
 
@@ -41,33 +40,30 @@ SizeUnit = Enum(
 )
 
 
-class Allocator(BaseModel):
+class Allocator(Struct):
-
-    class Config:
-        validate_assignment = True
-        copy_on_model_validation = False
-        arbitrary_types_allowed = True
-
-        # required to get the account validator lookup working?
-        extra = 'allow'
-        underscore_attrs_are_private = False
 
     symbol: Symbol
     account: Optional[str] = 'paper'
+
+    _size_units: bidict[str, Optional[str]] = _size_units
+
     # TODO: for enums this clearly doesn't fucking work, you can't set
     # a default at startup by passing in a `dict` but yet you can set
     # that value through assignment..for wtv cucked reason.. honestly, pure
     # unintuitive garbage.
-    size_unit: str = 'currency'
+    _size_unit: str = 'currency'
-    _size_units: dict[str, Optional[str]] = _size_units
 
-    @validator('size_unit', pre=True)
+    @property
-    def maybe_lookup_key(cls, v):
+    def size_unit(self) -> str:
-        # apply the corresponding enum key for the text "description" value
+        return self._size_unit
+
+    @size_unit.setter
+    def size_unit(self, v: str) -> Optional[str]:
         if v not in _size_units:
-            return _size_units.inverse[v]
+            v = _size_units.inverse[v]
 
         assert v in _size_units
+        self._size_unit = v
         return v
 
     # TODO: if we ever want ot support non-uniform entry-slot-proportion
@@ -262,7 +258,7 @@ def mk_allocator(
     # default allocation settings
     defaults: dict[str, float] = {
         'account': None,  # select paper by default
-        'size_unit': 'currency',
+        # 'size_unit': 'currency',
         'units_limit': 400,
         'currency_limit': 5e3,
         'slots': 4,
@@ -301,6 +297,9 @@ def mk_allocator(
         # entry step 1.0
         alloc.units_limit = alloc.slots
 
+    else:
+        alloc.size_unit = 'currency'
+
     # if the current position is already greater then the limit
     # settings, increase the limit to the current position
     if alloc.size_unit == 'currency':

piker/clearing/_client.py

@@ -58,11 +58,11 @@ class OrderBook:
 
     def send(
         self,
-        msg: Order,
+        msg: Order | dict,
 
     ) -> dict:
         self._sent_orders[msg.oid] = msg
-        self._to_ems.send_nowait(msg.dict())
+        self._to_ems.send_nowait(msg)
         return msg
 
     def update(
@@ -73,9 +73,8 @@ class OrderBook:
 
     ) -> dict:
         cmd = self._sent_orders[uuid]
-        msg = cmd.dict()
+        msg = cmd.copy(update=data)
-        msg.update(data)
+        self._sent_orders[uuid] = msg
-        self._sent_orders[uuid] = Order(**msg)
         self._to_ems.send_nowait(msg)
         return cmd
 
@@ -88,7 +87,7 @@ class OrderBook:
             oid=uuid,
             symbol=cmd.symbol,
         )
-        self._to_ems.send_nowait(msg.dict())
+        self._to_ems.send_nowait(msg)
 
 
 _orders: OrderBook = None
@@ -149,7 +148,7 @@ async def relay_order_cmds_from_sync_code(
     book = get_orders()
     async with book._from_order_book.subscribe() as orders_stream:
         async for cmd in orders_stream:
-            if cmd['symbol'] == symbol_key:
+            if cmd.symbol == symbol_key:
                 log.info(f'Send order cmd:\n{pformat(cmd)}')
                 # send msg over IPC / wire
                 await to_ems_stream.send(cmd)

piker/clearing/_ems.py

@@ -26,7 +26,6 @@ import time
 from typing import AsyncIterator, Callable
 
 from bidict import bidict
-from pydantic import BaseModel
 import trio
 from trio_typing import TaskStatus
 import tractor
@@ -34,6 +33,7 @@ import tractor
 from ..log import get_logger
 from ..data._normalize import iterticks
 from ..data.feed import Feed, maybe_open_feed
+from ..data.types import Struct
 from .._daemon import maybe_spawn_brokerd
 from . import _paper_engine as paper
 from ._messages import (
@@ -88,7 +88,8 @@ def mk_check(
 
 @dataclass
 class _DarkBook:
-    '''EMS-trigger execution book.
+    '''
+    EMS-trigger execution book.
 
     Contains conditions for executions (aka "orders" or "triggers")
     which are not exposed to brokers and thus the market; i.e. these are
@@ -231,7 +232,7 @@ async def clear_dark_triggers(
                             price=submit_price,
                             size=cmd['size'],
                         )
-                        await brokerd_orders_stream.send(msg.dict())
+                        await brokerd_orders_stream.send(msg)
 
                         # mark this entry as having sent an order
                         # request.  the entry will be replaced once the
@@ -247,14 +248,11 @@ async def clear_dark_triggers(
 
                     msg = Status(
                         oid=oid,  # ems order id
-                        resp=resp,
                         time_ns=time.time_ns(),
-                        symbol=fqsn,
+                        resp=resp,
                         trigger_price=price,
-                        broker_details={'name': broker},
+                        brokerd_msg=cmd,
-                        cmd=cmd,  # original request message
+                    )
-
-                    ).dict()
 
                     # remove exec-condition from set
                     log.info(f'removing pred for {oid}')
@@ -303,7 +301,7 @@ class TradesRelay:
     consumers: int = 0
 
 
-class Router(BaseModel):
+class Router(Struct):
     '''
     Order router which manages and tracks per-broker dark book,
     alerts, clearing and related data feed management.
@@ -324,10 +322,6 @@ class Router(BaseModel):
     # brokername to trades-dialogues streams with ``brokerd`` actors
     relays: dict[str, TradesRelay] = {}
 
-    class Config:
-        arbitrary_types_allowed = True
-        underscore_attrs_are_private = False
-
     def get_dark_book(
         self,
         brokername: str,
@@ -581,11 +575,11 @@ async def translate_and_relay_brokerd_events(
 
         if name == 'position':
 
-            pos_msg = BrokerdPosition(**brokerd_msg).dict()
+            pos_msg = BrokerdPosition(**brokerd_msg)
 
             # XXX: this will be useful for automatic strats yah?
             # keep pps per account up to date locally in ``emsd`` mem
-            sym, broker = pos_msg['symbol'], pos_msg['broker']
+            sym, broker = pos_msg.symbol, pos_msg.broker
 
             relay.positions.setdefault(
                 # NOTE: translate to a FQSN!
@@ -652,6 +646,13 @@ async def translate_and_relay_brokerd_events(
         else:
             # check for existing live flow entry
             entry = book._ems_entries.get(oid)
+            old_reqid = entry.reqid
+
+            if old_reqid and old_reqid != reqid:
+                log.warning(
+                    f'Brokerd order id change for {oid}:\n'
+                    f'{old_reqid} -> {reqid}'
+                )
 
             # initial response to brokerd order request
             if name == 'ack':
@@ -662,6 +663,10 @@ async def translate_and_relay_brokerd_events(
                 # a ``BrokerdOrderAck`` **must** be sent after an order
                 # request in order to establish this id mapping.
                 book._ems2brokerd_ids[oid] = reqid
+                log.info(
+                    'Rx ACK for order\n'
+                    f'oid: {oid} -> reqid: {reqid}'
+                )
 
                 # new order which has not yet be registered into the
                 # local ems book, insert it now and handle 2 cases:
@@ -676,7 +681,7 @@ async def translate_and_relay_brokerd_events(
                     entry.reqid = reqid
 
                     # tell broker to cancel immediately
-                    await brokerd_trades_stream.send(entry.dict())
+                    await brokerd_trades_stream.send(entry)
 
                 # - the order is now active and will be mirrored in
                 # our book -> registered as live flow
@@ -716,7 +721,7 @@ async def translate_and_relay_brokerd_events(
             # if 10147 in message: cancel
 
             resp = 'broker_errored'
-            broker_details = msg.dict()
+            broker_details = msg
 
             # don't relay message to order requester client
             # continue
@@ -751,7 +756,7 @@ async def translate_and_relay_brokerd_events(
                 resp = 'broker_' + msg.status
 
             # pass the BrokerdStatus msg inside the broker details field
-            broker_details = msg.dict()
+            broker_details = msg
 
         elif name in (
             'fill',
@@ -760,7 +765,7 @@ async def translate_and_relay_brokerd_events(
 
             # proxy through the "fill" result(s)
             resp = 'broker_filled'
-            broker_details = msg.dict()
+            broker_details = msg
 
             log.info(f'\nFill for {oid} cleared with:\n{pformat(resp)}')
 
@@ -778,7 +783,7 @@ async def translate_and_relay_brokerd_events(
                     time_ns=time.time_ns(),
                     broker_reqid=reqid,
                     brokerd_msg=broker_details,
-                ).dict()
+                )
             )
         except KeyError:
             log.error(
@@ -843,14 +848,14 @@ async def process_client_order_cmds(
 
                 # NOTE: cancel response will be relayed back in messages
                 # from corresponding broker
-                if reqid:
+                if reqid is not None:
 
                     # send cancel to brokerd immediately!
                     log.info(
                         f'Submitting cancel for live order {reqid}'
                     )
 
-                    await brokerd_order_stream.send(msg.dict())
+                    await brokerd_order_stream.send(msg)
 
                 else:
                     # this might be a cancel for an order that hasn't been
@@ -872,7 +877,7 @@ async def process_client_order_cmds(
                             resp='dark_cancelled',
                             oid=oid,
                             time_ns=time.time_ns(),
-                        ).dict()
+                        )
                     )
                     # de-register this client dialogue
                     router.dialogues.pop(oid)
@@ -927,7 +932,7 @@ async def process_client_order_cmds(
                 # handle relaying the ems side responses back to
                 # the client/cmd sender from this request
                 log.info(f'Sending live order to {broker}:\n{pformat(msg)}')
-                await brokerd_order_stream.send(msg.dict())
+                await brokerd_order_stream.send(msg)
 
                 # an immediate response should be ``BrokerdOrderAck``
                 # with ems order id from the ``trades_dialogue()``
@@ -1007,7 +1012,7 @@ async def process_client_order_cmds(
                         resp=resp,
                         oid=oid,
                         time_ns=time.time_ns(),
-                    ).dict()
+                    )
                 )
 
 

piker/clearing/_messages.py

@@ -1,5 +1,5 @@
 # piker: trading gear for hackers
-# Copyright (C) Tyler Goodlet (in stewardship for piker0)
+# 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
@@ -15,21 +15,26 @@
 # along with this program.  If not, see <https://www.gnu.org/licenses/>.
 
 """
-Clearing system messagingn types and protocols.
+Clearing sub-system message and protocols.
 
 """
 from typing import Optional, Union
 
-# TODO: try out just encoding/send direction for now?
-# import msgspec
-from pydantic import BaseModel
-
 from ..data._source import Symbol
+from ..data.types import Struct
 
+
+# TODO: ``msgspec`` stuff worth paying attention to:
+# - schema evolution: https://jcristharif.com/msgspec/usage.html#schema-evolution
+# - use literals for a common msg determined by diff keys?
+#   - https://jcristharif.com/msgspec/usage.html#literal
+#   - for eg. ``BrokerdStatus``, instead just have separate messages?
+
+# --------------
 # Client -> emsd
+# --------------
 
-
+class Cancel(Struct):
-class Cancel(BaseModel):
     '''Cancel msg for removing a dark (ems triggered) or
     broker-submitted (live) trigger/order.
 
@@ -39,8 +44,10 @@ class Cancel(BaseModel):
     symbol: str
 
 
-class Order(BaseModel):
+class Order(Struct):
 
+    # TODO: use ``msgspec.Literal``
+    # https://jcristharif.com/msgspec/usage.html#literal
     action: str  # {'buy', 'sell', 'alert'}
     # internal ``emdsd`` unique "order id"
     oid: str  # uuid4
@@ -48,6 +55,9 @@ class Order(BaseModel):
     account: str  # should we set a default as '' ?
 
     price: float
+    # TODO: could we drop the ``.action`` field above and instead just
+    # use +/- values here? Would make the msg smaller at the sake of a
+    # teensie fp precision?
     size: float
     brokers: list[str]
 
@@ -59,20 +69,14 @@ class Order(BaseModel):
     # the backend broker
     exec_mode: str  # {'dark', 'live', 'paper'}
 
-    class Config:
-        # just for pre-loading a ``Symbol`` when used
-        # in the order mode staging process
-        arbitrary_types_allowed = True
-        # don't copy this model instance when used in
-        # a recursive model
-        copy_on_model_validation = False
 
+# --------------
 # Client <- emsd
+# --------------
 # update msgs from ems which relay state change info
 # from the active clearing engine.
 
-
+class Status(Struct):
-class Status(BaseModel):
 
     name: str = 'status'
     oid: str  # uuid4
@@ -95,8 +99,6 @@ class Status(BaseModel):
     # }
     resp: str  # "response", see above
 
-    # symbol: str
-
     # trigger info
     trigger_price: Optional[float] = None
     # price: float
@@ -111,10 +113,12 @@ class Status(BaseModel):
     brokerd_msg: dict = {}
 
 
+# ---------------
 # emsd -> brokerd
+# ---------------
 # requests *sent* from ems to respective backend broker daemon
 
-class BrokerdCancel(BaseModel):
+class BrokerdCancel(Struct):
 
     action: str = 'cancel'
     oid: str  # piker emsd order id
@@ -130,7 +134,7 @@ class BrokerdCancel(BaseModel):
     reqid: Optional[Union[int, str]] = None
 
 
-class BrokerdOrder(BaseModel):
+class BrokerdOrder(Struct):
 
     action: str  # {buy, sell}
     oid: str
@@ -150,11 +154,12 @@ class BrokerdOrder(BaseModel):
     size: float
 
 
+# ---------------
 # emsd <- brokerd
+# ---------------
 # requests *received* to ems from broker backend
 
-
+class BrokerdOrderAck(Struct):
-class BrokerdOrderAck(BaseModel):
     '''
     Immediate reponse to a brokerd order request providing the broker
     specific unique order id so that the EMS can associate this
@@ -172,7 +177,7 @@ class BrokerdOrderAck(BaseModel):
     account: str = ''
 
 
-class BrokerdStatus(BaseModel):
+class BrokerdStatus(Struct):
 
     name: str = 'status'
     reqid: Union[int, str]
@@ -205,7 +210,7 @@ class BrokerdStatus(BaseModel):
     }
 
 
-class BrokerdFill(BaseModel):
+class BrokerdFill(Struct):
     '''
     A single message indicating a "fill-details" event from the broker
     if avaiable.
@@ -230,7 +235,7 @@ class BrokerdFill(BaseModel):
     broker_time: float
 
 
-class BrokerdError(BaseModel):
+class BrokerdError(Struct):
     '''
     Optional error type that can be relayed to emsd for error handling.
 
@@ -249,7 +254,7 @@ class BrokerdError(BaseModel):
     broker_details: dict = {}
 
 
-class BrokerdPosition(BaseModel):
+class BrokerdPosition(Struct):
     '''Position update event from brokerd.
 
     '''

piker/clearing/_paper_engine.py

@@ -117,7 +117,7 @@ class PaperBoi:
             reason='paper_trigger',
             remaining=size,
         )
-        await self.ems_trades_stream.send(msg.dict())
+        await self.ems_trades_stream.send(msg)
 
         # if we're already a clearing price simulate an immediate fill
         if (
@@ -173,7 +173,7 @@ class PaperBoi:
             broker=self.broker,
             time_ns=time.time_ns(),
         )
-        await self.ems_trades_stream.send(msg.dict())
+        await self.ems_trades_stream.send(msg)
 
     async def fake_fill(
         self,
@@ -216,7 +216,7 @@ class PaperBoi:
                 'name': self.broker + '_paper',
             },
         )
-        await self.ems_trades_stream.send(msg.dict())
+        await self.ems_trades_stream.send(msg)
 
         if order_complete:
 
@@ -240,7 +240,7 @@ class PaperBoi:
                     'name': self.broker,
                 },
             )
-            await self.ems_trades_stream.send(msg.dict())
+            await self.ems_trades_stream.send(msg)
 
         # lookup any existing position
         token = f'{symbol}.{self.broker}'
@@ -268,7 +268,7 @@ class PaperBoi:
         )
         pp_msg.size, pp_msg.avg_price = pp.lifo_update(size, price)
 
-        await self.ems_trades_stream.send(pp_msg.dict())
+        await self.ems_trades_stream.send(pp_msg)
 
 
 async def simulate_fills(
@@ -384,7 +384,7 @@ async def handle_order_requests(
                     oid=request_msg['oid'],
                     symbol=request_msg['symbol'],
                     reason=f'Paper only. No account found: `{account}` ?',
-                ).dict())
+                ))
                 continue
 
             # validate
@@ -416,7 +416,7 @@ async def handle_order_requests(
                     # broker specific request id
                     reqid=reqid,
 
-                ).dict()
+                )
             )
 
         elif action == 'cancel':

piker/data/_sharedmem.py

@@ -27,13 +27,14 @@ from multiprocessing.shared_memory import SharedMemory, _USE_POSIX
 if _USE_POSIX:
     from _posixshmem import shm_unlink
 
-import tractor
+# import msgspec
 import numpy as np
-from pydantic import BaseModel
 from numpy.lib import recfunctions as rfn
+import tractor
 
 from ..log import get_logger
 from ._source import base_iohlc_dtype
+from .types import Struct
 
 
 log = get_logger(__name__)
@@ -107,15 +108,12 @@ class SharedInt:
                 log.warning(f'Shm for {name} already unlinked?')
 
 
-class _Token(BaseModel):
+class _Token(Struct, frozen=True):
     '''
     Internal represenation of a shared memory "token"
     which can be used to key a system wide post shm entry.
 
     '''
-    class Config:
-        frozen = True
-
     shm_name: str  # this servers as a "key" value
     shm_first_index_name: str
     shm_last_index_name: str
@@ -126,17 +124,22 @@ class _Token(BaseModel):
         return np.dtype(list(map(tuple, self.dtype_descr))).descr
 
     def as_msg(self):
-        return self.dict()
+        return self.to_dict()
 
     @classmethod
     def from_msg(cls, msg: dict) -> _Token:
         if isinstance(msg, _Token):
             return msg
 
+        # TODO: native struct decoding
+        # return _token_dec.decode(msg)
+
         msg['dtype_descr'] = tuple(map(tuple, msg['dtype_descr']))
         return _Token(**msg)
 
 
+# _token_dec = msgspec.msgpack.Decoder(_Token)
+
 # TODO: this api?
 # _known_tokens = tractor.ActorVar('_shm_tokens', {})
 # _known_tokens = tractor.ContextStack('_known_tokens', )
@@ -167,7 +170,7 @@ def _make_token(
         shm_name=key,
         shm_first_index_name=key + "_first",
         shm_last_index_name=key + "_last",
-        dtype_descr=np.dtype(dtype).descr
+        dtype_descr=tuple(np.dtype(dtype).descr)
     )
 
 

piker/data/feed.py

@@ -42,7 +42,6 @@ from trio_typing import TaskStatus
 import trimeter
 import tractor
 from tractor.trionics import maybe_open_context
-from pydantic import BaseModel
 import pendulum
 import numpy as np
 
@@ -59,6 +58,7 @@ from ._sharedmem import (
     ShmArray,
 )
 from .ingest import get_ingestormod
+from .types import Struct
 from ._source import (
     base_iohlc_dtype,
     Symbol,
@@ -84,7 +84,7 @@ if TYPE_CHECKING:
 log = get_logger(__name__)
 
 
-class _FeedsBus(BaseModel):
+class _FeedsBus(Struct):
     '''
     Data feeds broadcaster and persistence management.
 
@@ -100,10 +100,6 @@ class _FeedsBus(BaseModel):
           a dedicated cancel scope.
 
     '''
-    class Config:
-        arbitrary_types_allowed = True
-        underscore_attrs_are_private = False
-
     brokername: str
     nursery: trio.Nursery
     feeds: dict[str, tuple[dict, dict]] = {}

piker/data/types.py

@@ -0,0 +1,68 @@
+# piker: trading gear for hackers
+# Copyright (C) Guillermo Rodriguez (in stewardship for piker0)
+
+# 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/>.
+
+"""
+Built-in (extension) types.
+
+"""
+from typing import Optional
+from pprint import pformat
+
+import msgspec
+
+
+class Struct(
+    msgspec.Struct,
+
+    # https://jcristharif.com/msgspec/structs.html#tagged-unions
+    # tag='pikerstruct',
+    # tag=True,
+):
+    '''
+    A "human friendlier" (aka repl buddy) struct subtype.
+
+    '''
+    def to_dict(self) -> dict:
+        return {
+            f: getattr(self, f)
+            for f in self.__struct_fields__
+        }
+
+    def __repr__(self):
+        return f'Struct({pformat(self.to_dict())})'
+
+    def copy(
+        self,
+        update: Optional[dict] = None,
+
+    ) -> msgspec.Struct:
+        '''
+        Validate-typecast all self defined fields, return a copy of us
+        with all such fields.
+
+        This is kinda like the default behaviour in `pydantic.BaseModel`.
+
+        '''
+        if update:
+            for k, v in update.items():
+                setattr(self, k, v)
+
+        # roundtrip serialize to validate
+        return msgspec.msgpack.Decoder(
+            type=type(self)
+        ).decode(
+            msgspec.msgpack.Encoder().encode(self)
+        )

piker/ui/_event.py

@@ -21,7 +21,6 @@ Qt event proxying and processing using ``trio`` mem chans.
 from contextlib import asynccontextmanager, AsyncExitStack
 from typing import Callable
 
-from pydantic import BaseModel
 import trio
 from PyQt5 import QtCore
 from PyQt5.QtCore import QEvent, pyqtBoundSignal
@@ -30,6 +29,8 @@ from PyQt5.QtWidgets import (
     QGraphicsSceneMouseEvent as gs_mouse,
 )
 
+from ..data.types import Struct
+
 
 MOUSE_EVENTS = {
     gs_mouse.GraphicsSceneMousePress,
@@ -43,13 +44,10 @@ MOUSE_EVENTS = {
 # TODO: maybe consider some constrained ints down the road?
 # https://pydantic-docs.helpmanual.io/usage/types/#constrained-types
 
-class KeyboardMsg(BaseModel):
+class KeyboardMsg(Struct):
     '''Unpacked Qt keyboard event data.
 
     '''
-    class Config:
-        arbitrary_types_allowed = True
-
     event: QEvent
     etype: int
     key: int
@@ -57,16 +55,13 @@ class KeyboardMsg(BaseModel):
     txt: str
 
     def to_tuple(self) -> tuple:
-        return tuple(self.dict().values())
+        return tuple(self.to_dict().values())
 
 
-class MouseMsg(BaseModel):
+class MouseMsg(Struct):
     '''Unpacked Qt keyboard event data.
 
     '''
-    class Config:
-        arbitrary_types_allowed = True
-
     event: QEvent
     etype: int
     button: int

piker/ui/_forms.py

@@ -619,7 +619,7 @@ class FillStatusBar(QProgressBar):
         # color: #19232D;
         # width: 10px;
 
-        self.setRange(0, slots)
+        self.setRange(0, int(slots))
         self.setValue(value)
 
 

piker/ui/_orm.py

@@ -22,12 +22,9 @@ from __future__ import annotations
 from typing import (
     Optional, Generic,
     TypeVar, Callable,
-    Literal,
 )
-import enum
-import sys
 
-from pydantic import BaseModel, validator
+# from pydantic import BaseModel, validator
 from pydantic.generics import GenericModel
 from PyQt5.QtWidgets import (
     QWidget,
@@ -38,6 +35,7 @@ from ._forms import (
     # FontScaledDelegate,
     Edit,
 )
+from ..data.types import Struct
 
 
 DataType = TypeVar('DataType')
@@ -62,7 +60,7 @@ class Selection(Field[DataType], Generic[DataType]):
     options: dict[str, DataType]
     # value: DataType = None
 
-    @validator('value')  # , always=True)
+    # @validator('value')  # , always=True)
     def set_value_first(
         cls,
 
@@ -100,7 +98,7 @@ class Edit(Field[DataType], Generic[DataType]):
     widget_factory = Edit
 
 
-class AllocatorPane(BaseModel):
+class AllocatorPane(Struct):
 
     account = Selection[str](
         options=dict.fromkeys(

piker/ui/order_mode.py

@@ -27,7 +27,6 @@ import time
 from typing import Optional, Dict, Callable, Any
 import uuid
 
-from pydantic import BaseModel
 import tractor
 import trio
 from PyQt5.QtCore import Qt
@@ -41,6 +40,7 @@ from ..clearing._allocate import (
 from ._style import _font
 from ..data._source import Symbol
 from ..data.feed import Feed
+from ..data.types import Struct
 from ..log import get_logger
 from ._editors import LineEditor, ArrowEditor
 from ._lines import order_line, LevelLine
@@ -58,7 +58,7 @@ from ._forms import open_form_input_handling
 log = get_logger(__name__)
 
 
-class OrderDialog(BaseModel):
+class OrderDialog(Struct):
     '''
     Trade dialogue meta-data describing the lifetime
     of an order submission to ``emsd`` from a chart.
@@ -73,10 +73,6 @@ class OrderDialog(BaseModel):
     msgs: dict[str, dict] = {}
     fills: Dict[str, Any] = {}
 
-    class Config:
-        arbitrary_types_allowed = True
-        underscore_attrs_are_private = False
-
 
 def on_level_change_update_next_order_info(
 
@@ -268,7 +264,8 @@ class OrderMode:
         self,
 
     ) -> OrderDialog:
-        '''Send execution order to EMS return a level line to
+        '''
+        Send execution order to EMS return a level line to
         represent the order on a chart.
 
         '''
@@ -277,13 +274,9 @@ class OrderMode:
         oid = str(uuid.uuid4())
 
         # format order data for ems
-        fqsn = symbol.front_fqsn()
+        order = staged.copy()
-        order = staged.copy(
+        order.oid = oid
-            update={
+        order.symbol = symbol.front_fqsn()
-                'symbol': fqsn,
-                'oid': oid,
-            }
-        )
 
         line = self.line_from_order(
             order,
@@ -858,7 +851,9 @@ async def process_trades_and_update_ui(
             # delete level line from view
             mode.on_cancel(oid)
             broker_msg = msg['brokerd_msg']
-            log.warning(f'Order {oid} failed with:\n{pformat(broker_msg)}')
+            log.warning(
+                f'Order {oid} failed with:\n{pformat(broker_msg)}'
+            )
 
         elif resp in (
             'dark_triggered'