.github/workflows/ci.yml

@@ -3,9 +3,10 @@ name: CI
 
 on:
   # Triggers the workflow on push or pull request events but only for the master branch
-  pull_request:
   push:
     branches: [ master ]
+  pull_request:
+    branches: [ master ]
 
   # Allows you to run this workflow manually from the Actions tab
   workflow_dispatch:
@@ -13,27 +14,6 @@ on:
 
 jobs:
 
-  # test that we can generate a software distribution and install it
-  # thus avoid missing file issues after packaging.
-  sdist-linux:
-    name: 'sdist'
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Checkout
-        uses: actions/checkout@v3
-
-      - name: Setup python
-        uses: actions/setup-python@v2
-        with:
-          python-version: '3.10'
-
-      - name: Build sdist
-        run: python setup.py sdist --formats=zip
-
-      - name: Install sdist from .zips
-        run: python -m pip install dist/*.zip
-
   testing:
     name: 'install + test-suite'
     runs-on: ubuntu-latest

config/brokers.toml

@@ -50,8 +50,3 @@ prefer_data_account = [
 paper = "XX0000000"
 margin = "X0000000"
 ira = "X0000000"
-
-
-[deribit]
-key_id = 'XXXXXXXX'
-key_secret = 'Xx_XxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXx'

dockering/ib/docker-compose.yml

@@ -3,12 +3,11 @@
 version: "3.5"
 
 services:
-  ib_gw_paper:
+  ib-gateway:
     # other image tags available:
     # https://github.com/waytrade/ib-gateway-docker#supported-tags
-    # image: waytrade/ib-gateway:981.3j
-    image: waytrade/ib-gateway:1012.2i
-    restart: 'no'  # restart on boot whenev there's a crash or user clicsk
+    image: waytrade/ib-gateway:981.3j
+    restart: always
     network_mode: 'host'
 
     volumes:
@@ -40,12 +39,14 @@ services:
     # this compose file which looks something like:
     # TWS_USERID='myuser'
     # TWS_PASSWORD='guest'
+    # TRADING_MODE=paper (or live)
+    # VNC_SERVER_PASSWORD='diggity'
+
     environment:
       TWS_USERID: ${TWS_USERID}
       TWS_PASSWORD: ${TWS_PASSWORD}
-      TRADING_MODE: 'paper'
-      VNC_SERVER_PASSWORD: 'doggy'
-      VNC_SERVER_PORT: '3003'
+      TRADING_MODE: ${TRADING_MODE:-paper}
+      VNC_SERVER_PASSWORD: ${VNC_SERVER_PASSWORD:-}
 
     # ports:
     #   - target: 4002
@@ -61,40 +62,3 @@ services:
       # - "127.0.0.1:4001:4001"
       # - "127.0.0.1:4002:4002"
       # - "127.0.0.1:5900:5900"
-
-  # ib_gw_live:
-  #   image: waytrade/ib-gateway:1012.2i
-  #   restart: no
-  #   network_mode: 'host'
-
-  #   volumes:
-  #     - type: bind
-  #       source: ./jts_live.ini
-  #       target: /root/jts/jts.ini
-  #       # don't let ibc clobber this file for
-  #       # the main reason of not having a stupid
-  #       # timezone set..
-  #       read_only: true
-
-  #     # force our own ibc config
-  #     - type: bind
-  #       source: ./ibc.ini
-  #       target: /root/ibc/config.ini
-
-  #     # force our noop script - socat isn't needed in host mode.
-  #     - type: bind
-  #       source: ./fork_ports_delayed.sh
-  #       target: /root/scripts/fork_ports_delayed.sh
-
-  #     # force our noop script - socat isn't needed in host mode.
-  #     - type: bind
-  #       source: ./run_x11_vnc.sh
-  #       target: /root/scripts/run_x11_vnc.sh
-  #       read_only: true
-
-  #   # NOTE: to fill these out, define an `.env` file in the same dir as
-  #   # this compose file which looks something like:
-  #   environment:
-  #     TRADING_MODE: 'live'
-  #     VNC_SERVER_PASSWORD: 'doggy'
-  #     VNC_SERVER_PORT: '3004'

dockering/ib/ibc.ini

@@ -188,7 +188,7 @@ AcceptNonBrokerageAccountWarning=yes
 #
 # The default value is 60.
 
-LoginDialogDisplayTimeout=20
+LoginDialogDisplayTimeout = 60
 
 
 
@@ -292,7 +292,7 @@ ExistingSessionDetectedAction=primary
 # be set dynamically at run-time: most users will never need it,
 # so don't use it unless you know you need it.
 
-; OverrideTwsApiPort=4002
+OverrideTwsApiPort=4002
 
 
 # Read-only Login

dockering/ib/jts_live.ini

@@ -1,33 +0,0 @@
-[IBGateway]
-ApiOnly=true
-LocalServerPort=4001
-# NOTE: must be set if using IBC's "reject" mode
-TrustedIPs=127.0.0.1
-; RemoteHostOrderRouting=ndc1.ibllc.com
-; WriteDebug=true
-; RemotePortOrderRouting=4001
-; useRemoteSettings=false
-; tradingMode=p
-; Steps=8
-; colorPalletName=dark
-
-# window geo, this may be useful for sending `xdotool` commands?
-; MainWindow.Width=1986
-; screenHeight=3960
-
-
-[Logon]
-Locale=en
-# most markets are oriented around this zone
-# so might as well hard code it.
-TimeZone=America/New_York
-UseSSL=true
-displayedproxymsg=1
-os_titlebar=true
-s3store=true
-useRemoteSettings=false
-
-[Communication]
-ctciAutoEncrypt=true
-Region=usr
-; Peer=cdc1.ibllc.com:4001

dockering/ib/run_x11_vnc.sh

@@ -1,35 +1,16 @@
 #!/bin/sh
-# start vnc server and listen for connections
-# on port specced in `$VNC_SERVER_PORT`
 
+# start VNC server
 x11vnc \
-    -listen 127.0.0.1 \
-    -allow 127.0.0.1 \
-    -rfbport "${VNC_SERVER_PORT}" \
+    -ncache_cr \
+    -listen localhost \
     -display :1 \
     -forever \
     -shared \
+    -logappend /var/log/x11vnc.log \
     -bg \
-    -nowf \
-    -noxdamage \
-    -noxfixes \
-    -no6 \
     -noipv6 \
-
-
-    # -nowcr \
-    # TODO: can't use this because of ``asyncvnc`` issue:
+    -autoport 3003 \
+    # can't use this because of ``asyncvnc`` issue:
     # https://github.com/barneygale/asyncvnc/issues/1
     # -passwd 'ibcansmbz'
-
-    # XXX: optional graphics caching flags that seem to rekt the overlay
-    # of the 2 gw windows? When running a single gateway
-    # this seems to maybe optimize some memory usage?
-    # -ncache_cr \
-    # -ncache \
-
-    # NOTE: this will prevent logs from going to the console.
-    # -logappend /var/log/x11vnc.log \
-
-    # where to start allocating ports
-    # -autoport "${VNC_SERVER_PORT}" \

piker/__init__.py

@@ -18,10 +18,3 @@
 piker: trading gear for hackers.
 
 """
-from ._daemon import open_piker_runtime
-from .data.feed import open_feed
-
-__all__ = [
-    'open_piker_runtime',
-    'open_feed',
-]

piker/_daemon.py

@@ -18,27 +18,16 @@
 Structured, daemon tree service management.
 
 """
-from __future__ import annotations
-import os
-from typing import (
-    Optional,
-    Callable,
-    Any,
-    ClassVar,
-)
-from contextlib import (
-    asynccontextmanager as acm,
-)
+from typing import Optional, Union, Callable, Any
+from contextlib import asynccontextmanager as acm
 from collections import defaultdict
 
-import tractor
+from pydantic import BaseModel
 import trio
 from trio_typing import TaskStatus
+import tractor
 
-from .log import (
-    get_logger,
-    get_console_log,
-)
+from .log import get_logger, get_console_log
 from .brokers import get_brokermod
 
 
@@ -46,118 +35,28 @@ log = get_logger(__name__)
 
 _root_dname = 'pikerd'
 
-_default_registry_host: str = '127.0.0.1'
-_default_registry_port: int = 6116
-_default_reg_addr: tuple[str, int] = (
-    _default_registry_host,
-    _default_registry_port,
-)
-
-
-# NOTE: this value is set as an actor-global once the first endpoint
-# who is capable, spawns a `pikerd` service tree.
-_registry: Registry | None = None
-
-
-class Registry:
-    addr: None | tuple[str, int] = None
-
-    # TODO: table of uids to sockaddrs
-    peers: dict[
-        tuple[str, str],
-        tuple[str, int],
-    ] = {}
-
-
-_tractor_kwargs: dict[str, Any] = {}
-
-
-@acm
-async def open_registry(
-    addr: None | tuple[str, int] = None,
-    ensure_exists: bool = True,
-
-) -> tuple[str, int]:
-
-    global _tractor_kwargs
-    actor = tractor.current_actor()
-    uid = actor.uid
-    if (
-        Registry.addr is not None
-        and addr
-    ):
-        raise RuntimeError(
-            f'`{uid}` registry addr already bound @ {_registry.sockaddr}'
-        )
-
-    was_set: bool = False
-
-    if (
-        not tractor.is_root_process()
-        and Registry.addr is None
-    ):
-        Registry.addr = actor._arb_addr
-
-    if (
-        ensure_exists
-        and Registry.addr is None
-    ):
-        raise RuntimeError(
-            f"`{uid}` registry should already exist bug doesn't?"
-        )
-
-    if (
-        Registry.addr is None
-    ):
-        was_set = True
-        Registry.addr = addr or _default_reg_addr
-
-    _tractor_kwargs['arbiter_addr'] = Registry.addr
-
-    try:
-        yield Registry.addr
-    finally:
-        # XXX: always clear the global addr if we set it so that the
-        # next (set of) calls will apply whatever new one is passed
-        # in.
-        if was_set:
-            Registry.addr = None
-
-
-def get_tractor_runtime_kwargs() -> dict[str, Any]:
-    '''
-    Deliver ``tractor`` related runtime variables in a `dict`.
-
-    '''
-    return _tractor_kwargs
-
-
+_registry_addr = ('127.0.0.1', 6116)
+_tractor_kwargs: dict[str, Any] = {
+    # use a different registry addr then tractor's default
+    'arbiter_addr': _registry_addr
+}
 _root_modules = [
     __name__,
     'piker.clearing._ems',
     'piker.clearing._client',
-    'piker.data._sampling',
 ]
 
 
-# TODO: factor this into a ``tractor.highlevel`` extension
-# pack for the library.
-class Services:
+class Services(BaseModel):
 
     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,
-            trio.Event,
-        ]
-    ] = {}
-    locks = defaultdict(trio.Lock)
+    service_tasks: dict[str, tuple[trio.CancelScope, tractor.Portal]] = {}
+
+    class Config:
+        arbitrary_types_allowed = True
 
-    @classmethod
     async def start_service_task(
         self,
         name: str,
@@ -176,12 +75,7 @@ class Services:
         '''
         async def open_context_in_task(
             task_status: TaskStatus[
-                tuple[
-                    trio.CancelScope,
-                    trio.Event,
-                    Any,
-                ]
-            ] = trio.TASK_STATUS_IGNORED,
+                trio.CancelScope] = trio.TASK_STATUS_IGNORED,
 
         ) -> Any:
 
@@ -193,173 +87,143 @@ class Services:
                 ) as (ctx, first):
 
                     # unblock once the remote context has started
-                    complete = trio.Event()
-                    task_status.started((cs, complete, first))
+                    task_status.started((cs, first))
                     log.info(
                         f'`pikerd` service {name} started with value {first}'
                     )
                     try:
                         # wait on any context's return value
-                        # and any final portal result from the
-                        # sub-actor.
                         ctx_res = await ctx.result()
-
-                        # NOTE: blocks indefinitely until cancelled
-                        # either by error from the target context
-                        # function or by being cancelled here by the
-                        # surrounding cancel scope.
+                    except tractor.ContextCancelled:
+                        return await self.cancel_service(name)
+                    else:
+                        # wait on any error from the sub-actor
+                        # NOTE: this will block indefinitely until
+                        # cancelled either by error from the target
+                        # context function or by being cancelled here by
+                        # the surrounding cancel scope
                         return (await portal.result(), ctx_res)
 
-                    finally:
-                        await portal.cancel_actor()
-                        complete.set()
-                        self.service_tasks.pop(name)
-
-        cs, complete, first = await self.service_n.start(open_context_in_task)
+        cs, first = await self.service_n.start(open_context_in_task)
 
         # store the cancel scope and portal for later cancellation or
         # retstart if needed.
-        self.service_tasks[name] = (cs, portal, complete)
+        self.service_tasks[name] = (cs, portal)
 
         return cs, first
 
-    @classmethod
+    # TODO: per service cancellation by scope, we aren't using this
+    # anywhere right?
     async def cancel_service(
         self,
         name: str,
-
     ) -> Any:
+        log.info(f'Cancelling `pikerd` service {name}')
+        cs, portal = self.service_tasks[name]
+        # XXX: not entirely sure why this is required,
+        # and should probably be better fine tuned in
+        # ``tractor``?
+        cs.cancel()
+        return await portal.cancel_actor()
+
+
+_services: Optional[Services] = None
+
+
+@acm
+async def open_pikerd(
+    start_method: str = 'trio',
+    loglevel: Optional[str] = None,
+
+    # XXX: you should pretty much never want debug mode
+    # for data daemons when running in production.
+    debug_mode: bool = False,
+
+) -> Optional[tractor._portal.Portal]:
     '''
-        Cancel the service task and actor for the given ``name``.
+    Start a root piker daemon who's lifetime extends indefinitely
+    until cancelled.
+
+    A root actor nursery is created which can be used to create and keep
+    alive underling services (see below).
 
     '''
-        log.info(f'Cancelling `pikerd` service {name}')
-        cs, portal, complete = self.service_tasks[name]
-        cs.cancel()
-        await complete.wait()
-        assert name not in self.service_tasks, \
-            f'Serice task for {name} not terminated?'
+    global _services
+    assert _services is None
+
+    # XXX: this may open a root actor as well
+    async with (
+        tractor.open_root_actor(
+
+            # passed through to ``open_root_actor``
+            arbiter_addr=_registry_addr,
+            name=_root_dname,
+            loglevel=loglevel,
+            debug_mode=debug_mode,
+            start_method=start_method,
+
+            # TODO: eventually we should be able to avoid
+            # having the root have more then permissions to
+            # spawn other specialized daemons I think?
+            enable_modules=_root_modules,
+        ) as _,
+
+        tractor.open_nursery() as actor_nursery,
+    ):
+        async with trio.open_nursery() as service_nursery:
+
+            # # setup service mngr singleton instance
+            # async with AsyncExitStack() as stack:
+
+            # assign globally for future daemon/task creation
+            _services = Services(
+                actor_n=actor_nursery,
+                service_n=service_nursery,
+                debug_mode=debug_mode,
+            )
+
+            yield _services
 
 
 @acm
 async def open_piker_runtime(
     name: str,
     enable_modules: list[str] = [],
+    start_method: str = 'trio',
     loglevel: Optional[str] = None,
 
-    # XXX NOTE XXX: you should pretty much never want debug mode
+    # XXX: you should pretty much never want debug mode
     # for data daemons when running in production.
     debug_mode: bool = False,
 
-    registry_addr: None | tuple[str, int] = None,
-
-    # TODO: once we have `rsyscall` support we will read a config
-    # and spawn the service tree distributed per that.
-    start_method: str = 'trio',
-
-    tractor_kwargs: dict = {},
-
-) -> tuple[
-    tractor.Actor,
-    tuple[str, int],
-]:
+) -> Optional[tractor._portal.Portal]:
     '''
-    Start a piker actor who's runtime will automatically sync with
-    existing piker actors on the local link based on configuration.
-
-    Can be called from a subactor or any program that needs to start
-    a root actor.
+    Start a piker actor who's runtime will automatically
+    sync with existing piker actors in local network
+    based on configuration.
 
     '''
-    try:
-        # check for existing runtime
-        actor = tractor.current_actor().uid
-
-    except tractor._exceptions.NoRuntime:
-
-        registry_addr = registry_addr or _default_reg_addr
+    global _services
+    assert _services is None
 
+    # XXX: this may open a root actor as well
     async with (
         tractor.open_root_actor(
 
             # passed through to ``open_root_actor``
-                arbiter_addr=registry_addr,
+            arbiter_addr=_registry_addr,
             name=name,
             loglevel=loglevel,
             debug_mode=debug_mode,
             start_method=start_method,
 
-                # TODO: eventually we should be able to avoid
-                # having the root have more then permissions to
-                # spawn other specialized daemons I think?
-                enable_modules=enable_modules,
-
-                **tractor_kwargs,
-            ) as _,
-
-            open_registry(registry_addr, ensure_exists=False) as addr,
-        ):
-            yield (
-                tractor.current_actor(),
-                addr,
-            )
-    else:
-        async with open_registry(registry_addr) as addr:
-            yield (
-                actor,
-                addr,
-            )
-
-
-@acm
-async def open_pikerd(
-    loglevel: str | None = None,
-
-    # XXX: you should pretty much never want debug mode
-    # for data daemons when running in production.
-    debug_mode: bool = False,
-    registry_addr: None | tuple[str, int] = None,
-
-) -> Services:
-    '''
-    Start a root piker daemon who's lifetime extends indefinitely until
-    cancelled.
-
-    A root actor nursery is created which can be used to create and keep
-    alive underling services (see below).
-
-    '''
-
-    async with (
-        open_piker_runtime(
-
-            name=_root_dname,
             # TODO: eventually we should be able to avoid
             # having the root have more then permissions to
             # spawn other specialized daemons I think?
             enable_modules=_root_modules,
-
-            loglevel=loglevel,
-            debug_mode=debug_mode,
-            registry_addr=registry_addr,
-
-        ) as (root_actor, reg_addr),
-        tractor.open_nursery() as actor_nursery,
-        trio.open_nursery() as service_nursery,
+        ) as _,
     ):
-        assert root_actor.accept_addr == reg_addr
-
-        # assign globally for future daemon/task creation
-        Services.actor_n = actor_nursery
-        Services.service_n = service_nursery
-        Services.debug_mode = debug_mode
-        try:
-            yield Services
-        finally:
-            # TODO: is this more clever/efficient?
-            # if 'samplerd' in Services.service_tasks:
-            #     await Services.cancel_service('samplerd')
-            service_nursery.cancel_scope.cancel()
+        yield tractor.current_actor()
 
 
 @acm
@@ -368,89 +232,61 @@ async def maybe_open_runtime(
     **kwargs,
 
 ) -> None:
-    '''
+    """
     Start the ``tractor`` runtime (a root actor) if none exists.
 
-    '''
-    name = kwargs.pop('name')
+    """
+    settings = _tractor_kwargs
+    settings.update(kwargs)
 
     if not tractor.current_actor(err_on_no_runtime=False):
-        async with open_piker_runtime(
-            name,
+        async with tractor.open_root_actor(
             loglevel=loglevel,
-            **kwargs,
-        ) as (_, addr):
-            yield addr,
+            **settings,
+        ):
+            yield
     else:
-        async with open_registry() as addr:
-            yield addr
+        yield
 
 
 @acm
 async def maybe_open_pikerd(
     loglevel: Optional[str] = None,
-    registry_addr: None | tuple = None,
-
     **kwargs,
 
-) -> tractor._portal.Portal | ClassVar[Services]:
-    '''
-    If no ``pikerd`` daemon-root-actor can be found start it and
+) -> Union[tractor._portal.Portal, Services]:
+    """If no ``pikerd`` daemon-root-actor can be found start it and
     yield up (we should probably figure out returning a portal to self
     though).
 
-    '''
+    """
     if loglevel:
         get_console_log(loglevel)
 
     # subtle, we must have the runtime up here or portal lookup will fail
-    query_name = kwargs.pop('name', f'piker_query_{os.getpid()}')
+    async with maybe_open_runtime(loglevel, **kwargs):
 
-    # TODO: if we need to make the query part faster we could not init
-    # an actor runtime and instead just hit the socket?
-    # from tractor._ipc import _connect_chan, Channel
-    # async with _connect_chan(host, port) as chan:
-    #     async with open_portal(chan) as arb_portal:
-    #         yield arb_portal
-
-    async with (
-        open_piker_runtime(
-            name=query_name,
-            registry_addr=registry_addr,
-            loglevel=loglevel,
-            **kwargs,
-        ) as _,
-        tractor.find_actor(
-            _root_dname,
-            arbiter_sockaddr=registry_addr,
-        ) as portal
-    ):
-        # connect to any existing daemon presuming
-        # its registry socket was selected.
-        if (
-            portal is not None
-        ):
+        async with tractor.find_actor(_root_dname) as portal:
+            # assert portal is not None
+            if portal is not None:
                 yield portal
                 return
 
     # presume pikerd role since no daemon could be found at
     # configured address
     async with open_pikerd(
+
         loglevel=loglevel,
         debug_mode=kwargs.get('debug_mode', False),
-        registry_addr=registry_addr,
 
-    ) as service_manager:
+    ) as _:
         # in the case where we're starting up the
         # tractor-piker runtime stack in **this** process
         # we return no portal to self.
-        assert service_manager
-        yield service_manager
+        yield None
 
 
-# `brokerd` enabled modules
-# NOTE: keeping this list as small as possible is part of our caps-sec
-# model and should be treated with utmost care!
+# brokerd enabled modules
 _data_mods = [
     'piker.brokers.core',
     'piker.brokers.data',
@@ -460,17 +296,20 @@ _data_mods = [
 ]
 
 
+class Brokerd:
+    locks = defaultdict(trio.Lock)
+
+
 @acm
 async def find_service(
     service_name: str,
-) -> tractor.Portal | None:
+) -> Optional[tractor.Portal]:
 
-    async with open_registry() as reg_addr:
     log.info(f'Scanning for service `{service_name}`')
     # attach to existing daemon by name if possible
     async with tractor.find_actor(
         service_name,
-            arbiter_sockaddr=reg_addr,
+        arbiter_sockaddr=_registry_addr,
     ) as maybe_portal:
         yield maybe_portal
 
@@ -478,15 +317,14 @@ async def find_service(
 async def check_for_service(
     service_name: str,
 
-) -> None | tuple[str, int]:
+) -> bool:
     '''
     Service daemon "liveness" predicate.
 
     '''
-    async with open_registry(ensure_exists=False) as reg_addr:
     async with tractor.query_actor(
         service_name,
-            arbiter_sockaddr=reg_addr,
+        arbiter_sockaddr=_registry_addr,
     ) as sockaddr:
         return sockaddr
 
@@ -498,8 +336,6 @@ async def maybe_spawn_daemon(
     service_task_target: Callable,
     spawn_args: dict[str, Any],
     loglevel: Optional[str] = None,
-
-    singleton: bool = False,
     **kwargs,
 
 ) -> tractor.Portal:
@@ -520,7 +356,7 @@ async def maybe_spawn_daemon(
 
     # serialize access to this section to avoid
     # 2 or more tasks racing to create a daemon
-    lock = Services.locks[service_name]
+    lock = Brokerd.locks[service_name]
     await lock.acquire()
 
     async with find_service(service_name) as portal:
@@ -531,9 +367,6 @@ async def maybe_spawn_daemon(
 
     log.warning(f"Couldn't find any existing {service_name}")
 
-    # TODO: really shouldn't the actor spawning be part of the service
-    # starting method `Services.start_service()` ?
-
     # ask root ``pikerd`` daemon to spawn the daemon we need if
     # pikerd is not live we now become the root of the
     # process tree
@@ -544,6 +377,7 @@ async def maybe_spawn_daemon(
 
     ) as pikerd_portal:
 
+        if pikerd_portal is None:
             # we are the root and thus are `pikerd`
             # so spawn the target service directly by calling
             # the provided target routine.
@@ -551,9 +385,7 @@ async def maybe_spawn_daemon(
             # do the right things to setup both a sub-actor **and** call
             # the ``_Services`` api from above to start the top level
             # service task for that actor.
-        started: bool
-        if pikerd_portal is None:
-            started = await service_task_target(**spawn_args)
+            await service_task_target(**spawn_args)
 
         else:
             # tell the remote `pikerd` to start the target,
@@ -562,14 +394,11 @@ async def maybe_spawn_daemon(
             # non-blocking and the target task will persist running
             # on `pikerd` after the client requesting it's start
             # disconnects.
-            started = await pikerd_portal.run(
+            await pikerd_portal.run(
                 service_task_target,
                 **spawn_args,
             )
 
-        if started:
-            log.info(f'Service {service_name} started!')
-
         async with tractor.wait_for_actor(service_name) as portal:
             lock.release()
             yield portal
@@ -592,6 +421,9 @@ async def spawn_brokerd(
     extra_tractor_kwargs = getattr(brokermod, '_spawn_kwargs', {})
     tractor_kwargs.update(extra_tractor_kwargs)
 
+    global _services
+    assert _services
+
     # ask `pikerd` to spawn a new sub-actor and manage it under its
     # actor nursery
     modpath = brokermod.__name__
@@ -604,18 +436,18 @@ async def spawn_brokerd(
         subpath = f'{modpath}.{submodname}'
         broker_enable.append(subpath)
 
-    portal = await Services.actor_n.start_actor(
+    portal = await _services.actor_n.start_actor(
         dname,
         enable_modules=_data_mods + broker_enable,
         loglevel=loglevel,
-        debug_mode=Services.debug_mode,
+        debug_mode=_services.debug_mode,
         **tractor_kwargs
     )
 
     # non-blocking setup of brokerd service nursery
     from .data import _setup_persistent_brokerd
 
-    await Services.start_service_task(
+    await _services.start_service_task(
         dname,
         portal,
         _setup_persistent_brokerd,
@@ -661,21 +493,24 @@ async def spawn_emsd(
     """
     log.info('Spawning emsd')
 
-    portal = await Services.actor_n.start_actor(
+    global _services
+    assert _services
+
+    portal = await _services.actor_n.start_actor(
         'emsd',
         enable_modules=[
             'piker.clearing._ems',
             'piker.clearing._client',
         ],
         loglevel=loglevel,
-        debug_mode=Services.debug_mode,  # set by pikerd flag
+        debug_mode=_services.debug_mode,  # set by pikerd flag
         **extra_tractor_kwargs
     )
 
     # non-blocking setup of clearing service
     from .clearing._ems import _setup_persistent_emsd
 
-    await Services.start_service_task(
+    await _services.start_service_task(
         'emsd',
         portal,
         _setup_persistent_emsd,
@@ -702,3 +537,25 @@ async def maybe_open_emsd(
 
     ) as portal:
         yield portal
+
+
+# TODO: ideally we can start the tsdb "on demand" but it's
+# probably going to require "rootless" docker, at least if we don't
+# want to expect the user to start ``pikerd`` with root perms all the
+# time.
+# async def maybe_open_marketstored(
+#     loglevel: Optional[str] = None,
+#     **kwargs,
+
+# ) -> tractor._portal.Portal:  # noqa
+
+#     async with maybe_spawn_daemon(
+
+#         'marketstored',
+#         service_task_target=spawn_emsd,
+#         spawn_args={'loglevel': loglevel},
+#         loglevel=loglevel,
+#         **kwargs,
+
+#     ) as portal:
+#         yield portal

piker/_profile.py

@@ -18,10 +18,7 @@
 Profiling wrappers for internal libs.
 
 """
-import os
-import sys
 import time
-from time import perf_counter
 from functools import wraps
 
 # NOTE: you can pass a flag to enable this:
@@ -47,184 +44,3 @@ def timeit(fn):
         return res
 
     return wrapper
-
-
-# Modified version of ``pyqtgraph.debug.Profiler`` that
-# core seems hesitant to land in:
-# https://github.com/pyqtgraph/pyqtgraph/pull/2281
-class Profiler(object):
-    '''
-    Simple profiler allowing measurement of multiple time intervals.
-
-    By default, profilers are disabled.  To enable profiling, set the
-    environment variable `PYQTGRAPHPROFILE` to a comma-separated list of
-    fully-qualified names of profiled functions.
-
-    Calling a profiler registers a message (defaulting to an increasing
-    counter) that contains the time elapsed since the last call.  When the
-    profiler is about to be garbage-collected, the messages are passed to the
-    outer profiler if one is running, or printed to stdout otherwise.
-
-    If `delayed` is set to False, messages are immediately printed instead.
-
-    Example:
-        def function(...):
-            profiler = Profiler()
-            ... do stuff ...
-            profiler('did stuff')
-            ... do other stuff ...
-            profiler('did other stuff')
-            # profiler is garbage-collected and flushed at function end
-
-    If this function is a method of class C, setting `PYQTGRAPHPROFILE` to
-    "C.function" (without the module name) will enable this profiler.
-
-    For regular functions, use the qualified name of the function, stripping
-    only the initial "pyqtgraph." prefix from the module.
-    '''
-
-    _profilers = os.environ.get("PYQTGRAPHPROFILE", None)
-    _profilers = _profilers.split(",") if _profilers is not None else []
-
-    _depth = 0
-
-    # NOTE: without this defined at the class level
-    # you won't see apprpriately "nested" sub-profiler
-    # instance calls.
-    _msgs = []
-
-    # set this flag to disable all or individual profilers at runtime
-    disable = False
-
-    class DisabledProfiler(object):
-        def __init__(self, *args, **kwds):
-            pass
-
-        def __call__(self, *args):
-            pass
-
-        def finish(self):
-            pass
-
-        def mark(self, msg=None):
-            pass
-
-    _disabledProfiler = DisabledProfiler()
-
-    def __new__(
-        cls,
-        msg=None,
-        disabled='env',
-        delayed=True,
-        ms_threshold: float = 0.0,
-    ):
-        """Optionally create a new profiler based on caller's qualname.
-
-        ``ms_threshold`` can be set to value in ms for which, if the
-        total measured time  of the lifetime of this profiler is **less
-        than** this value, then no profiling messages will be printed.
-        Setting ``delayed=False`` disables this feature since messages
-        are emitted immediately.
-
-        """
-        if (
-            disabled is True
-            or (
-                disabled == 'env'
-                and len(cls._profilers) == 0
-            )
-        ):
-            return cls._disabledProfiler
-
-        # determine the qualified name of the caller function
-        caller_frame = sys._getframe(1)
-        try:
-            caller_object_type = type(caller_frame.f_locals["self"])
-
-        except KeyError:  # we are in a regular function
-            qualifier = caller_frame.f_globals["__name__"].split(".", 1)[-1]
-
-        else:  # we are in a method
-            qualifier = caller_object_type.__name__
-        func_qualname = qualifier + "." + caller_frame.f_code.co_name
-
-        if disabled == 'env' and func_qualname not in cls._profilers:
-            # don't do anything
-            return cls._disabledProfiler
-
-        # create an actual profiling object
-        cls._depth += 1
-        obj = super(Profiler, cls).__new__(cls)
-        obj._name = msg or func_qualname
-        obj._delayed = delayed
-        obj._markCount = 0
-        obj._finished = False
-        obj._firstTime = obj._lastTime = perf_counter()
-        obj._mt = ms_threshold
-        obj._newMsg("> Entering " + obj._name)
-        return obj
-
-    def __call__(self, msg=None):
-        """Register or print a new message with timing information.
-        """
-        if self.disable:
-            return
-        if msg is None:
-            msg = str(self._markCount)
-
-        self._markCount += 1
-        newTime = perf_counter()
-        ms = (newTime - self._lastTime) * 1000
-        self._newMsg("  %s: %0.4f ms", msg, ms)
-        self._lastTime = newTime
-
-    def mark(self, msg=None):
-        self(msg)
-
-    def _newMsg(self, msg, *args):
-        msg = "  " * (self._depth - 1) + msg
-        if self._delayed:
-            self._msgs.append((msg, args))
-        else:
-            print(msg % args)
-
-    def __del__(self):
-        self.finish()
-
-    def finish(self, msg=None):
-        """Add a final message; flush the message list if no parent profiler.
-        """
-        if self._finished or self.disable:
-            return
-
-        self._finished = True
-        if msg is not None:
-            self(msg)
-
-        tot_ms = (perf_counter() - self._firstTime) * 1000
-        self._newMsg(
-            "< Exiting %s, total time: %0.4f ms",
-            self._name,
-            tot_ms,
-        )
-
-        if tot_ms < self._mt:
-            # print(f'{tot_ms} < {self._mt}, clearing')
-            # NOTE: this list **must** be an instance var to avoid
-            # deleting common messages during GC I think?
-            self._msgs.clear()
-        # else:
-        #     print(f'{tot_ms} > {self._mt}, not clearing')
-
-        # XXX: why is this needed?
-        # don't we **want to show** nested profiler messages?
-        if self._msgs:  # and self._depth < 1:
-
-            # if self._msgs:
-            print("\n".join([m[0] % m[1] for m in self._msgs]))
-
-            # clear all entries
-            self._msgs.clear()
-            # type(self)._msgs = []
-
-        type(self)._depth -= 1

piker/brokers/__init__.py

@@ -26,21 +26,10 @@ asks.init('trio')
 
 __brokers__ = [
     'binance',
+    'questrade',
+    'robinhood',
     'ib',
     'kraken',
-
-    # broken but used to work
-    # 'questrade',
-    # 'robinhood',
-
-    # TODO: we should get on these stat!
-    # alpaca
-    # wstrade
-    # iex
-
-    # deribit
-    # kucoin
-    # bitso
 ]
 
 

piker/brokers/binance.py

@@ -33,23 +33,15 @@ import asks
 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,
-    DataUnavailable,
-)
-from ..log import (
-    get_logger,
-    get_console_log,
-)
-from ..data.types import Struct
-from ..data._web_bs import (
-    open_autorecon_ws,
-    NoBsWs,
-)
+from ._util import resproc, SymbolNotFound
+from ..log import get_logger, get_console_log
+from ..data import ShmArray
+from ..data._web_bs import open_autorecon_ws, NoBsWs
 
 log = get_logger(__name__)
 
@@ -87,14 +79,12 @@ _show_wap_in_history = False
 
 
 # https://binance-docs.github.io/apidocs/spot/en/#exchange-information
-class Pair(Struct, frozen=True):
+class Pair(BaseModel):
     symbol: str
     status: str
 
     baseAsset: str
     baseAssetPrecision: int
-    cancelReplaceAllowed: bool
-    allowTrailingStop: bool
     quoteAsset: str
     quotePrecision: int
     quoteAssetPrecision: int
@@ -110,21 +100,18 @@ class Pair(Struct, frozen=True):
     isSpotTradingAllowed: bool
     isMarginTradingAllowed: bool
 
-    defaultSelfTradePreventionMode: str
-    allowedSelfTradePreventionModes: list[str]
-
     filters: list[dict[str, Union[str, int, float]]]
     permissions: list[str]
 
 
-class OHLC(Struct):
-    '''
-    Description of the flattened OHLC quote format.
+@dataclass
+class OHLC:
+    """Description of the flattened OHLC quote format.
 
     For schema details see:
     https://binance-docs.github.io/apidocs/spot/en/#kline-candlestick-streams
 
-    '''
+    """
     time: int
 
     open: float
@@ -147,9 +134,7 @@ class OHLC(Struct):
 
 
 # convert datetime obj timestamp to unixtime in milliseconds
-def binance_timestamp(
-    when: datetime
-) -> int:
+def binance_timestamp(when):
     return int((when.timestamp() * 1000) + (when.microsecond / 1000))
 
 
@@ -188,7 +173,7 @@ class Client:
         params = {}
 
         if sym is not None:
-            sym = sym.lower()
+            sym = sym.upper()
             params = {'symbol': sym}
 
         resp = await self._api(
@@ -245,7 +230,7 @@ class Client:
     ) -> dict:
 
         if end_dt is None:
-            end_dt = pendulum.now('UTC').add(minutes=1)
+            end_dt = pendulum.now('UTC')
 
         if start_dt is None:
             start_dt = end_dt.start_of(
@@ -275,7 +260,6 @@ class Client:
         for i, bar in enumerate(bars):
 
             bar = OHLC(*bar)
-            bar.typecast()
 
             row = []
             for j, (name, ftype) in enumerate(_ohlc_dtype[1:]):
@@ -303,7 +287,7 @@ async def get_client() -> Client:
 
 
 # validation type
-class AggTrade(Struct):
+class AggTrade(BaseModel):
     e: str  # Event type
     E: int  # Event time
     s: str  # Symbol
@@ -357,9 +341,7 @@ async def stream_messages(ws: NoBsWs) -> AsyncGenerator[NoBsWs, dict]:
 
         elif msg.get('e') == 'aggTrade':
 
-            # 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
+            # validate
             msg = AggTrade(**msg)
 
             # TODO: type out and require this quote format
@@ -370,8 +352,8 @@ async def stream_messages(ws: NoBsWs) -> AsyncGenerator[NoBsWs, dict]:
                 'brokerd_ts': time.time(),
                 'ticks': [{
                     'type': 'trade',
-                    'price': float(msg.p),
-                    'size': float(msg.q),
+                    'price': msg.p,
+                    'size': msg.q,
                     'broker_ts': msg.T,
                 }],
             }
@@ -402,39 +384,41 @@ async def open_history_client(
     async with open_cached_client('binance') as client:
 
         async def get_ohlc(
-            timeframe: float,
-            end_dt: datetime | None = None,
-            start_dt: datetime | None = None,
+            end_dt: Optional[datetime] = None,
+            start_dt: Optional[datetime] = None,
 
         ) -> tuple[
             np.ndarray,
             datetime,  # start
             datetime,  # end
         ]:
-            if timeframe != 60:
-                raise DataUnavailable('Only 1m bars are supported')
 
             array = await client.bars(
                 symbol,
                 start_dt=start_dt,
                 end_dt=end_dt,
             )
-            times = array['time']
-            if (
-                end_dt is None
-            ):
-                inow = round(time.time())
-                if (inow - times[-1]) > 60:
-                    await tractor.breakpoint()
-
-            start_dt = pendulum.from_timestamp(times[0])
-            end_dt = pendulum.from_timestamp(times[-1])
-
+            start_dt = pendulum.from_timestamp(array[0]['time'])
+            end_dt = pendulum.from_timestamp(array[-1]['time'])
             return array, start_dt, end_dt
 
         yield get_ohlc, {'erlangs': 3, 'rate': 3}
 
 
+async def backfill_bars(
+    sym: str,
+    shm: ShmArray,  # type: ignore # noqa
+    task_status: TaskStatus[trio.CancelScope] = trio.TASK_STATUS_IGNORED,
+) -> None:
+    """Fill historical bars into shared mem / storage afap.
+    """
+    with trio.CancelScope() as cs:
+        async with open_cached_client('binance') as client:
+            bars = await client.bars(symbol=sym)
+            shm.push(bars)
+            task_status.started(cs)
+
+
 async def stream_quotes(
 
     send_chan: trio.abc.SendChannel,
@@ -464,20 +448,12 @@ async def stream_quotes(
             d = cache[sym.upper()]
             syminfo = Pair(**d)  # validation
 
-            si = sym_infos[sym] = syminfo.to_dict()
-            filters = {}
-            for entry in syminfo.filters:
-                ftype = entry['filterType']
-                filters[ftype] = entry
+            si = sym_infos[sym] = syminfo.dict()
 
             # XXX: after manually inspecting the response format we
             # just directly pick out the info we need
-            si['price_tick_size'] = float(
-                filters['PRICE_FILTER']['tickSize']
-            )
-            si['lot_tick_size'] = float(
-                filters['LOT_SIZE']['stepSize']
-            )
+            si['price_tick_size'] = float(syminfo.filters[0]['tickSize'])
+            si['lot_tick_size'] = float(syminfo.filters[2]['stepSize'])
             si['asset_type'] = 'crypto'
 
         symbol = symbols[0]
@@ -519,7 +495,6 @@ async def stream_quotes(
                 subs.append("{sym}@bookTicker")
 
             # unsub from all pairs on teardown
-            if ws.connected():
             await ws.send_msg({
                 "method": "UNSUBSCRIBE",
                 "params": subs,

piker/brokers/cli.py

@@ -39,148 +39,6 @@ _config_dir = click.get_app_dir('piker')
 _watchlists_data_path = os.path.join(_config_dir, 'watchlists.json')
 
 
-OK = '\033[92m'
-WARNING = '\033[93m'
-FAIL = '\033[91m'
-ENDC = '\033[0m'
-
-
-def print_ok(s: str, **kwargs):
-    print(OK + s + ENDC, **kwargs)
-
-
-def print_error(s: str, **kwargs):
-    print(FAIL + s + ENDC, **kwargs)
-
-
-def get_method(client, meth_name: str):
-    print(f'checking client for method \'{meth_name}\'...', end='', flush=True)
-    method = getattr(client, meth_name, None)
-    assert method
-    print_ok('found!.')
-    return method
-
-async def run_method(client, meth_name: str, **kwargs):
-    method = get_method(client, meth_name)
-    print('running...', end='', flush=True)
-    result = await method(**kwargs)
-    print_ok(f'done! result: {type(result)}')
-    return result
-
-async def run_test(broker_name: str):
-    brokermod = get_brokermod(broker_name)
-    total = 0
-    passed = 0
-    failed = 0
-
-    print(f'getting client...', end='', flush=True)
-    if not hasattr(brokermod, 'get_client'):
-        print_error('fail! no \'get_client\' context manager found.')
-        return
-
-    async with brokermod.get_client(is_brokercheck=True) as client:
-        print_ok(f'done! inside client context.')
-
-        # check for methods present on brokermod
-        method_list = [
-            'backfill_bars',
-            'get_client',
-            'trades_dialogue',
-            'open_history_client',
-            'open_symbol_search',
-            'stream_quotes',
-
-        ]
-
-        for method in method_list:
-            print(
-                f'checking brokermod for method \'{method}\'...',
-                end='', flush=True)
-            if not hasattr(brokermod, method):
-                print_error(f'fail! method \'{method}\' not found.')
-                failed += 1
-            else:
-                print_ok('done!')
-                passed += 1
-
-            total += 1
-
-        # check for methods present con brokermod.Client and their
-        # results
-
-        # for private methods only check is present
-        method_list = [
-            'get_balances',
-            'get_assets',
-            'get_trades',
-            'get_xfers',
-            'submit_limit',
-            'submit_cancel',
-            'search_symbols',
-        ]
-
-        for method_name in method_list:
-            try:
-                get_method(client, method_name)
-                passed += 1
-
-            except AssertionError:
-                print_error(f'fail! method \'{method_name}\' not found.')
-                failed += 1
-
-            total += 1
-
-
-        # check for methods present con brokermod.Client and their
-        # results
-
-        syms = await run_method(client, 'symbol_info')
-        total += 1
-
-        if len(syms) == 0:
-            raise BaseException('Empty Symbol list?')
-
-        passed += 1
-
-        first_sym = tuple(syms.keys())[0]
-
-        method_list = [
-            ('cache_symbols', {}),
-            ('search_symbols', {'pattern': first_sym[:-1]}),
-            ('bars', {'symbol': first_sym})
-        ]
-
-        for method_name, method_kwargs in method_list:
-            try:
-                await run_method(client, method_name, **method_kwargs)
-                passed += 1
-
-            except AssertionError:
-                print_error(f'fail! method \'{method_name}\' not found.')
-                failed += 1
-
-            total += 1
-
-        print(f'total: {total}, passed: {passed}, failed: {failed}')
-
-
-@cli.command()
-@click.argument('broker', nargs=1, required=True)
-@click.pass_obj
-def brokercheck(config, broker):
-    '''
-    Test broker apis for completeness.
-
-    '''
-    async def bcheck_main():
-        async with maybe_spawn_brokerd(broker) as portal:
-            await portal.run(run_test, broker)
-            await portal.cancel_actor()
-
-    trio.run(run_test, broker)
-
-
-
 @cli.command()
 @click.option('--keys', '-k', multiple=True,
               help='Return results only for these keys')
@@ -335,8 +193,6 @@ def contracts(ctx, loglevel, broker, symbol, ids):
     brokermod = get_brokermod(broker)
     get_console_log(loglevel)
 
-
-
     contracts = trio.run(partial(core.contracts, brokermod, symbol))
     if not ids:
         # just print out expiry dates which can be used with

piker/brokers/deribit/README.rst

@@ -1,70 +0,0 @@
-``deribit`` backend
-------------------
-pretty good liquidity crypto derivatives, uses custom json rpc over ws for
-client methods, then `cryptofeed` for data streams.
-
-status
-******
-- supports option charts
-- no order support yet 
-
-
-config
-******
-In order to get order mode support your ``brokers.toml``
-needs to have something like the following:
-
-.. code:: toml
-
-    [deribit]
-    key_id = 'XXXXXXXX'
-    key_secret = 'Xx_XxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXx'
-
-To obtain an api id and secret you need to create an account, which can be a
-real market account over at:
-
-    - deribit.com  (requires KYC for deposit address)
-
-Or a testnet account over at:
-
-    - test.deribit.com
-
-For testnet once the account is created here is how you deposit fake crypto to
-try it out:
-
-1) Go to Wallet:
-
-.. figure:: assets/0_wallet.png
-    :align: center
-    :target: assets/0_wallet.png
-    :alt: wallet page
-
-2) Then click on the elipsis menu and select deposit
-
-.. figure:: assets/1_wallet_select_deposit.png
-    :align: center
-    :target: assets/1_wallet_select_deposit.png
-    :alt: wallet deposit page
-
-3) This will take you to the deposit address page
-
-.. figure:: assets/2_gen_deposit_addr.png
-    :align: center
-    :target: assets/2_gen_deposit_addr.png
-    :alt: generate deposit address page
-
-4) After clicking generate you should see the address, copy it and go to the 
-`coin faucet <https://test.deribit.com/dericoin/BTC/deposit>`_ and send fake
-coins to that address.
-
-.. figure:: assets/3_deposit_address.png
-    :align: center
-    :target: assets/3_deposit_address.png
-    :alt: generated address
-
-5) Back in the deposit address page you should see the deposit in your history
-
-.. figure:: assets/4_wallet_deposit_history.png
-    :align: center
-    :target: assets/4_wallet_deposit_history.png
-    :alt: wallet deposit history

piker/brokers/deribit/__init__.py

@@ -1,65 +0,0 @@
-# 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/>.
-
-'''
-Deribit backend.
-
-'''
-
-from piker.log import get_logger
-
-log = get_logger(__name__)
-
-from .api import (
-    get_client,
-)
-from .feed import (
-    open_history_client,
-    open_symbol_search,
-    stream_quotes,
-    backfill_bars
-)
-# from .broker import (
-    # trades_dialogue,
-    # norm_trade_records,
-# )
-
-__all__ = [
-    'get_client',
-#    'trades_dialogue',
-    'open_history_client',
-    'open_symbol_search',
-    'stream_quotes',
-#    'norm_trade_records',
-]
-
-
-# tractor RPC enable arg
-__enable_modules__: list[str] = [
-    'api',
-    'feed',
-#   'broker',
-]
-
-# passed to ``tractor.ActorNursery.start_actor()``
-_spawn_kwargs = {
-    'infect_asyncio': True,
-}
-
-# annotation to let backend agnostic code
-# know if ``brokerd`` should be spawned with
-# ``tractor``'s aio mode.
-_infect_asyncio: bool = True

piker/brokers/deribit/api.py

@@ -1,672 +0,0 @@
-# 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/>.
-
-'''
-Deribit backend.
-
-'''
-import json
-import time
-import asyncio
-
-from contextlib import asynccontextmanager as acm, AsyncExitStack
-from functools import partial
-from datetime import datetime
-from typing import Any, Optional, Iterable, Callable
-
-import pendulum
-import asks
-import trio
-from trio_typing import Nursery, TaskStatus
-from fuzzywuzzy import process as fuzzy
-import numpy as np
-
-from piker.data.types import Struct
-from piker.data._web_bs import (
-    NoBsWs,
-    open_autorecon_ws,
-    open_jsonrpc_session
-)
-
-from .._util import resproc
-
-from piker import config
-from piker.log import get_logger
-
-from tractor.trionics import (
-    broadcast_receiver,
-    BroadcastReceiver,
-    maybe_open_context
-)
-from tractor import to_asyncio
-
-from cryptofeed import FeedHandler
-
-from cryptofeed.defines import (
-    DERIBIT,
-    L1_BOOK, TRADES,
-    OPTION, CALL, PUT
-)
-from cryptofeed.symbols import Symbol
-
-log = get_logger(__name__)
-
-
-_spawn_kwargs = {
-    'infect_asyncio': True,
-}
-
-
-_url = 'https://www.deribit.com'
-_ws_url = 'wss://www.deribit.com/ws/api/v2'
-_testnet_ws_url = 'wss://test.deribit.com/ws/api/v2'
-
-
-# Broker specific ohlc schema (rest)
-_ohlc_dtype = [
-    ('index', int),
-    ('time', int),
-    ('open', float),
-    ('high', float),
-    ('low', float),
-    ('close', float),
-    ('volume', float),
-    ('bar_wap', float),  # will be zeroed by sampler if not filled
-]
-
-
-class JSONRPCResult(Struct):
-    jsonrpc: str = '2.0'
-    id: int
-    result: Optional[dict] = None
-    error: Optional[dict] = None
-    usIn: int 
-    usOut: int 
-    usDiff: int
-    testnet: bool
-
-class JSONRPCChannel(Struct):
-    jsonrpc: str = '2.0'
-    method: str
-    params: dict
-
-
-class KLinesResult(Struct):
-    close: list[float]
-    cost: list[float]
-    high: list[float]
-    low: list[float]
-    open: list[float]
-    status: str
-    ticks: list[int]
-    volume: list[float]
-
-class Trade(Struct):
-    trade_seq: int
-    trade_id: str
-    timestamp: int
-    tick_direction: int
-    price: float
-    mark_price: float
-    iv: float
-    instrument_name: str
-    index_price: float
-    direction: str
-    combo_trade_id: Optional[int] = 0,
-    combo_id: Optional[str] = '',
-    amount: float
-
-class LastTradesResult(Struct):
-    trades: list[Trade]
-    has_more: bool
-
-
-# convert datetime obj timestamp to unixtime in milliseconds
-def deribit_timestamp(when):
-    return int((when.timestamp() * 1000) + (when.microsecond / 1000))
-
-
-def str_to_cb_sym(name: str) -> Symbol:
-    base, strike_price, expiry_date, option_type = name.split('-')
-
-    quote = base
-
-    if option_type == 'put':
-        option_type = PUT 
-    elif option_type  == 'call':
-        option_type = CALL
-    else:
-        raise Exception("Couldn\'t parse option type")
-
-    return Symbol(
-        base, quote,
-        type=OPTION,
-        strike_price=strike_price,
-        option_type=option_type,
-        expiry_date=expiry_date,
-        expiry_normalize=False)
-
-
-def piker_sym_to_cb_sym(name: str) -> Symbol:
-    base, expiry_date, strike_price, option_type = tuple(
-        name.upper().split('-'))
-
-    quote = base
-
-    if option_type == 'P':
-        option_type = PUT 
-    elif option_type  == 'C':
-        option_type = CALL
-    else:
-        raise Exception("Couldn\'t parse option type")
-
-    return Symbol(
-        base, quote,
-        type=OPTION,
-        strike_price=strike_price,
-        option_type=option_type,
-        expiry_date=expiry_date.upper())
-
-
-def cb_sym_to_deribit_inst(sym: Symbol):
-    # cryptofeed normalized
-    cb_norm = ['F', 'G', 'H', 'J', 'K', 'M', 'N', 'Q', 'U', 'V', 'X', 'Z']
-
-    # deribit specific 
-    months = ['JAN', 'FEB', 'MAR', 'APR', 'MAY', 'JUN', 'JUL', 'AUG', 'SEP', 'OCT', 'NOV', 'DEC']
-
-    exp = sym.expiry_date
-
-    # YYMDD
-    # 01234
-    year, month, day = (
-        exp[:2], months[cb_norm.index(exp[2:3])], exp[3:])
-
-    otype = 'C' if sym.option_type == CALL else 'P'
-
-    return f'{sym.base}-{day}{month}{year}-{sym.strike_price}-{otype}'
-
-
-def get_config() -> dict[str, Any]:
-
-    conf, path = config.load()
-
-    section = conf.get('deribit')
-
-    # TODO: document why we send this, basically because logging params for cryptofeed
-    conf['log'] = {}
-    conf['log']['disabled'] = True
-
-    if section is None:
-        log.warning(f'No config section found for deribit in {path}')
-
-    return conf 
-
-
-class Client:
-
-    def __init__(self, json_rpc: Callable) -> None:
-        self._pairs: dict[str, Any] = None
-
-        config = get_config().get('deribit', {})
-
-        if ('key_id' in config) and ('key_secret' in config):
-            self._key_id = config['key_id']
-            self._key_secret = config['key_secret']
-
-        else:
-            self._key_id = None
-            self._key_secret = None
-
-        self.json_rpc = json_rpc
-
-    @property
-    def currencies(self):
-        return ['btc', 'eth', 'sol', 'usd']
-
-    async def get_balances(self, kind: str = 'option') -> dict[str, float]:
-        """Return the set of positions for this account
-        by symbol.
-        """
-        balances = {}
-
-        for currency in self.currencies:
-            resp = await self.json_rpc(
-                'private/get_positions', params={
-                    'currency': currency.upper(),
-                    'kind': kind})
-
-            balances[currency] = resp.result
-
-        return balances
-
-    async def get_assets(self) -> dict[str, float]:
-        """Return the set of asset balances for this account
-        by symbol.
-        """
-        balances = {}
-
-        for currency in self.currencies:
-            resp = await self.json_rpc(
-                'private/get_account_summary', params={
-                    'currency': currency.upper()})
-
-            balances[currency] = resp.result['balance']
-
-        return balances
-
-    async def submit_limit(
-        self,
-        symbol: str,
-        price: float,
-        action: str,
-        size: float
-    ) -> dict:
-        """Place an order
-        """
-        params = {
-            'instrument_name': symbol.upper(),
-            'amount': size,
-            'type': 'limit',
-            'price': price,
-        }
-        resp = await self.json_rpc(
-            f'private/{action}', params)
-
-        return resp.result
-
-    async def submit_cancel(self, oid: str):
-        """Send cancel request for order id
-        """
-        resp = await self.json_rpc(
-            'private/cancel', {'order_id': oid})
-        return resp.result
-
-    async def symbol_info(
-        self,
-        instrument: Optional[str] = None,
-        currency: str = 'btc',  # BTC, ETH, SOL, USDC
-        kind: str = 'option',
-        expired: bool = False
-    ) -> dict[str, Any]:
-        """Get symbol info for the exchange.
-
-        """
-        if self._pairs:
-            return self._pairs
-
-        # will retrieve all symbols by default
-        params = {
-            'currency': currency.upper(),
-            'kind': kind,
-            'expired': str(expired).lower()
-        }
-
-        resp = await self.json_rpc('public/get_instruments', params)
-        results = resp.result
-
-        instruments = {
-            item['instrument_name'].lower(): item
-            for item in results
-        }
-
-        if instrument is not None:
-            return instruments[instrument]
-        else:
-            return instruments
-
-    async def cache_symbols(
-        self,
-    ) -> dict:
-        if not self._pairs:
-            self._pairs = await self.symbol_info()
-
-        return self._pairs
-
-    async def search_symbols(
-        self,
-        pattern: str,
-        limit: int = 30,
-    ) -> dict[str, Any]:
-        data = await self.symbol_info()
-
-        matches = fuzzy.extractBests(
-            pattern,
-            data,
-            score_cutoff=35,
-            limit=limit
-        )
-        # repack in dict form
-        return {item[0]['instrument_name'].lower(): item[0]
-                for item in matches}
-
-    async def bars(
-        self,
-        symbol: str,
-        start_dt: Optional[datetime] = None,
-        end_dt: Optional[datetime] = None,
-        limit: int = 1000,
-        as_np: bool = True,
-    ) -> dict:
-        instrument = symbol
-
-        if end_dt is None:
-            end_dt = pendulum.now('UTC')
-
-        if start_dt is None:
-            start_dt = end_dt.start_of(
-                'minute').subtract(minutes=limit)
-
-        start_time = deribit_timestamp(start_dt)
-        end_time = deribit_timestamp(end_dt)
-
-        # https://docs.deribit.com/#public-get_tradingview_chart_data
-        resp = await self.json_rpc(
-            'public/get_tradingview_chart_data',
-            params={
-                'instrument_name': instrument.upper(),
-                'start_timestamp': start_time,
-                'end_timestamp': end_time,
-                'resolution': '1'
-            })
-
-        result = KLinesResult(**resp.result)
-        new_bars = []
-        for i in range(len(result.close)):
-
-            _open = result.open[i]
-            high = result.high[i]
-            low = result.low[i]
-            close = result.close[i]
-            volume = result.volume[i]
-
-            row = [
-                (start_time + (i * (60 * 1000))) / 1000.0,  # time
-                result.open[i],
-                result.high[i],
-                result.low[i],
-                result.close[i],
-                result.volume[i],
-                0
-            ]
-
-            new_bars.append((i,) + tuple(row))
-
-        array = np.array(new_bars, dtype=_ohlc_dtype) if as_np else klines
-        return array
-
-    async def last_trades(
-        self,
-        instrument: str,
-        count: int = 10
-    ):
-        resp = await self.json_rpc(
-            'public/get_last_trades_by_instrument',
-            params={
-                'instrument_name': instrument,
-                'count': count
-            })
-
-        return LastTradesResult(**resp.result)
-
-
-@acm
-async def get_client(
-    is_brokercheck: bool = False
-) -> Client:
-
-    async with (
-        trio.open_nursery() as n,
-        open_jsonrpc_session(
-            _testnet_ws_url, dtype=JSONRPCResult) as json_rpc
-    ):
-        client = Client(json_rpc)
-
-        _refresh_token: Optional[str] = None
-        _access_token: Optional[str] = None
-
-        async def _auth_loop(
-            task_status: TaskStatus = trio.TASK_STATUS_IGNORED
-        ):
-            """Background task that adquires a first access token and then will
-            refresh the access token while the nursery isn't cancelled.
-
-            https://docs.deribit.com/?python#authentication-2
-            """
-            renew_time = 10
-            access_scope = 'trade:read_write'
-            _expiry_time = time.time()
-            got_access = False
-            nonlocal _refresh_token
-            nonlocal _access_token
-
-            while True:
-                if time.time() - _expiry_time < renew_time:
-                    # if we are close to token expiry time
-
-                    if _refresh_token != None:
-                        # if we have a refresh token already dont need to send
-                        # secret
-                        params = {
-                            'grant_type': 'refresh_token',
-                            'refresh_token': _refresh_token,
-                            'scope': access_scope
-                        }
-
-                    else:
-                        # we don't have refresh token, send secret to initialize
-                        params = {
-                            'grant_type': 'client_credentials',
-                            'client_id': client._key_id,
-                            'client_secret': client._key_secret,
-                            'scope': access_scope
-                        }
-
-                    resp = await json_rpc('public/auth', params)
-                    result = resp.result
-
-                    _expiry_time = time.time() + result['expires_in']
-                    _refresh_token = result['refresh_token']
-
-                    if 'access_token' in result:
-                        _access_token = result['access_token']
-
-                    if not got_access:
-                        # first time this loop runs we must indicate task is
-                        # started, we have auth
-                        got_access = True
-                        task_status.started()
-
-                else:
-                    await trio.sleep(renew_time / 2)
-
-        # if we have client creds launch auth loop
-        if client._key_id is not None:
-            await n.start(_auth_loop)
-
-        await client.cache_symbols()
-        yield client
-        n.cancel_scope.cancel()
-
-
-@acm
-async def open_feed_handler():
-    fh = FeedHandler(config=get_config())
-    yield fh
-    await to_asyncio.run_task(fh.stop_async)
-
-
-@acm
-async def maybe_open_feed_handler() -> trio.abc.ReceiveStream:
-    async with maybe_open_context(
-        acm_func=open_feed_handler,
-        key='feedhandler',
-    ) as (cache_hit, fh):
-        yield fh
-
-
-async def aio_price_feed_relay(
-    fh: FeedHandler,
-    instrument: Symbol,
-    from_trio: asyncio.Queue,
-    to_trio: trio.abc.SendChannel,
-) -> None:
-    async def _trade(data: dict, receipt_timestamp):
-        to_trio.send_nowait(('trade', {
-            'symbol': cb_sym_to_deribit_inst(
-                str_to_cb_sym(data.symbol)).lower(),
-            'last': data,
-            'broker_ts': time.time(),
-            'data': data.to_dict(),
-            'receipt': receipt_timestamp
-        }))
-
-    async def _l1(data: dict, receipt_timestamp):
-        to_trio.send_nowait(('l1', {
-            'symbol': cb_sym_to_deribit_inst(
-                str_to_cb_sym(data.symbol)).lower(),
-            'ticks': [
-                {'type': 'bid',
-                    'price': float(data.bid_price), 'size': float(data.bid_size)},
-                {'type': 'bsize',
-                    'price': float(data.bid_price), 'size': float(data.bid_size)},
-                {'type': 'ask',
-                    'price': float(data.ask_price), 'size': float(data.ask_size)},
-                {'type': 'asize',
-                    'price': float(data.ask_price), 'size': float(data.ask_size)}
-            ]
-        }))
-
-    fh.add_feed(
-        DERIBIT,
-        channels=[TRADES, L1_BOOK],
-        symbols=[piker_sym_to_cb_sym(instrument)],
-        callbacks={
-            TRADES: _trade,
-            L1_BOOK: _l1
-        })
-
-    if not fh.running:
-        fh.run(
-            start_loop=False,
-            install_signal_handlers=False)
-
-    # sync with trio
-    to_trio.send_nowait(None)
-
-    await asyncio.sleep(float('inf'))
-
-
-@acm
-async def open_price_feed(
-    instrument: str
-) -> trio.abc.ReceiveStream:
-    async with maybe_open_feed_handler() as fh:
-        async with to_asyncio.open_channel_from(
-            partial(
-                aio_price_feed_relay,
-                fh,
-                instrument
-            )
-        ) as (first, chan):
-            yield chan
-
-
-@acm
-async def maybe_open_price_feed(
-    instrument: str
-) -> trio.abc.ReceiveStream:
-
-    # TODO: add a predicate to maybe_open_context
-    async with maybe_open_context(
-        acm_func=open_price_feed,
-        kwargs={
-            'instrument': instrument
-        },
-        key=f'{instrument}-price',
-    ) as (cache_hit, feed):
-        if cache_hit:
-            yield broadcast_receiver(feed, 10)
-        else:
-            yield feed
-
-
-
-async def aio_order_feed_relay(
-    fh: FeedHandler,
-    instrument: Symbol,
-    from_trio: asyncio.Queue,
-    to_trio: trio.abc.SendChannel,
-) -> None:
-    async def _fill(data: dict, receipt_timestamp):
-        breakpoint()
-
-    async def _order_info(data: dict, receipt_timestamp):
-        breakpoint()
-
-    fh.add_feed(
-        DERIBIT,
-        channels=[FILLS, ORDER_INFO],
-        symbols=[instrument.upper()],
-        callbacks={
-            FILLS: _fill,
-            ORDER_INFO: _order_info,
-        })
-
-    if not fh.running:
-        fh.run(
-            start_loop=False,
-            install_signal_handlers=False)
-
-    # sync with trio
-    to_trio.send_nowait(None)
-
-    await asyncio.sleep(float('inf'))
-
-
-@acm
-async def open_order_feed(
-    instrument: list[str]
-) -> trio.abc.ReceiveStream:
-    async with maybe_open_feed_handler() as fh:
-        async with to_asyncio.open_channel_from(
-            partial(
-                aio_order_feed_relay,
-                fh,
-                instrument
-            )
-        ) as (first, chan):
-            yield chan
-
-
-@acm
-async def maybe_open_order_feed(
-    instrument: str
-) -> trio.abc.ReceiveStream:
-
-    # TODO: add a predicate to maybe_open_context
-    async with maybe_open_context(
-        acm_func=open_order_feed,
-        kwargs={
-            'instrument': instrument,
-            'fh': fh
-        },
-        key=f'{instrument}-order',
-    ) as (cache_hit, feed):
-        if cache_hit:
-            yield broadcast_receiver(feed, 10)
-        else:
-            yield feed

piker/brokers/deribit/feed.py

@@ -1,185 +0,0 @@
-# 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/>.
-
-'''
-Deribit backend.
-
-'''
-from contextlib import asynccontextmanager as acm
-from datetime import datetime
-from typing import Any, Optional, Callable
-import time
-
-import trio
-from trio_typing import TaskStatus
-import pendulum
-from fuzzywuzzy import process as fuzzy
-import numpy as np
-import tractor
-
-from piker._cacheables import open_cached_client
-from piker.log import get_logger, get_console_log
-from piker.data import ShmArray
-from piker.brokers._util import (
-    BrokerError,
-    DataUnavailable,
-)
-
-from cryptofeed import FeedHandler
-
-from cryptofeed.defines import (
-    DERIBIT, L1_BOOK, TRADES, OPTION, CALL, PUT
-)
-from cryptofeed.symbols import Symbol
-
-from .api import (
-    Client, Trade,
-    get_config,
-    str_to_cb_sym, piker_sym_to_cb_sym, cb_sym_to_deribit_inst,
-    maybe_open_price_feed
-)
-
-_spawn_kwargs = {
-    'infect_asyncio': True,
-}
-
-
-log = get_logger(__name__)
-
-
-@acm
-async def open_history_client(
-    instrument: str,
-) -> tuple[Callable, int]:
-
-    # TODO implement history getter for the new storage layer.
-    async with open_cached_client('deribit') as client:
-
-        async def get_ohlc(
-            end_dt: Optional[datetime] = None,
-            start_dt: Optional[datetime] = None,
-
-        ) -> tuple[
-            np.ndarray,
-            datetime,  # start
-            datetime,  # end
-        ]:
-
-            array = await client.bars(
-                instrument,
-                start_dt=start_dt,
-                end_dt=end_dt,
-            )
-            if len(array) == 0:
-                raise DataUnavailable
-
-            start_dt = pendulum.from_timestamp(array[0]['time'])
-            end_dt = pendulum.from_timestamp(array[-1]['time'])
-
-            return array, start_dt, end_dt
-
-        yield get_ohlc, {'erlangs': 3, 'rate': 3}
-
-
-async def stream_quotes(
-
-    send_chan: trio.abc.SendChannel,
-    symbols: list[str],
-    feed_is_live: trio.Event,
-    loglevel: str = None,
-
-    # startup sync
-    task_status: TaskStatus[tuple[dict, dict]] = trio.TASK_STATUS_IGNORED,
-
-) -> None:
-    # XXX: required to propagate ``tractor`` loglevel to piker logging
-    get_console_log(loglevel or tractor.current_actor().loglevel)
-
-    sym = symbols[0]
-
-    async with (
-        open_cached_client('deribit') as client,
-        send_chan as send_chan
-    ):
-
-        init_msgs = {
-            # pass back token, and bool, signalling if we're the writer
-            # and that history has been written
-            sym: {
-                'symbol_info': {
-                    'asset_type': 'option',
-                    'price_tick_size': 0.0005
-                },
-                'shm_write_opts': {'sum_tick_vml': False},
-                'fqsn': sym,
-            },
-        }
-
-        nsym = piker_sym_to_cb_sym(sym)
-
-        async with maybe_open_price_feed(sym) as stream:
-
-            cache = await client.cache_symbols()
-
-            last_trades = (await client.last_trades(
-                cb_sym_to_deribit_inst(nsym), count=1)).trades
-
-            if len(last_trades) == 0:
-                last_trade = None
-                async for typ, quote in stream:
-                    if typ == 'trade':
-                        last_trade = Trade(**(quote['data']))
-                        break
-
-            else:
-                last_trade = Trade(**(last_trades[0]))
-
-            first_quote = {
-                'symbol': sym,
-                'last': last_trade.price,
-                'brokerd_ts': last_trade.timestamp,
-                'ticks': [{
-                    'type': 'trade',
-                    'price': last_trade.price,
-                    'size': last_trade.amount,
-                    'broker_ts': last_trade.timestamp
-                }]
-            }
-            task_status.started((init_msgs,  first_quote))
-
-            feed_is_live.set()
-
-            async for typ, quote in stream:
-                topic = quote['symbol']
-                await send_chan.send({topic: quote})
-
-
-@tractor.context
-async def open_symbol_search(
-    ctx: tractor.Context,
-) -> Client:
-    async with open_cached_client('deribit') as client:
-
-        # load all symbols locally for fast search
-        cache = await client.cache_symbols()
-        await ctx.started()
-
-        async with ctx.open_stream() as stream:
-
-            async for pattern in stream:
-                # repack in dict form
-                await stream.send(
-                    await client.search_symbols(pattern))

piker/brokers/ib/README.rst

@@ -1,134 +0,0 @@
-``ib`` backend
---------------
-more or less the "everything broker" for traditional and international
-markets. they are the "go to" provider for automatic retail trading
-and we interface to their APIs using the `ib_insync` project.
-
-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.
-
-currently there is not yet full support for:
-- options charting and trading
-- paxos based crypto rt feeds and trading
-
-
-config
-******
-In order to get order mode support your ``brokers.toml``
-needs to have something like the following:
-
-.. code:: toml
-
-   [ib]
-   hosts = [
-    "127.0.0.1",
-   ]
-   # TODO: when we eventually spawn gateways in our
-   # container, we can just dynamically allocate these
-   # using IBC.
-   ports = [
-       4002,
-       4003,
-       4006,
-       4001,
-       7497,
-   ]
-
-   # XXX: for a paper account the flex web query service
-   # is not supported so you have to manually download
-   # and XML report and put it in a location that can be
-   # accessed by the ``brokerd.ib`` backend code for parsing.
-   flex_token = '1111111111111111'
-   flex_trades_query_id = '6969696'  # live accounts only?
-
-   # 3rd party web-api token
-   # (XXX: not sure if this works yet)
-   trade_log_token = '111111111111111'
-
-   # when clients are being scanned this determines
-   # which clients are preferred to be used for data feeds
-   # based on account names which are detected as active
-   # on each client.
-   prefer_data_account = [
-       # this has to be first in order to make data work with dual paper + live
-       'main',
-       'algopaper',
-   ]
-
-   [ib.accounts]
-   main = 'U69696969'
-   algopaper = 'DU9696969'
-
-
-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_ib_algopaper.toml
-
-
-An example ledger file will have entries written verbatim from the
-trade events schema:
-
-.. code:: toml
-
-    ["0000e1a7.630f5e5a.01.01"]
-    secType = "FUT"
-    conId = 515416577
-    symbol = "MNQ"
-    lastTradeDateOrContractMonth = "20221216"
-    strike = 0.0
-    right = ""
-    multiplier = "2"
-    exchange = "GLOBEX"
-    primaryExchange = ""
-    currency = "USD"
-    localSymbol = "MNQZ2"
-    tradingClass = "MNQ"
-    includeExpired = false
-    secIdType = ""
-    secId = ""
-    comboLegsDescrip = ""
-    comboLegs = []
-    execId = "0000e1a7.630f5e5a.01.01"
-    time = 1661972086.0
-    acctNumber = "DU69696969"
-    side = "BOT"
-    shares = 1.0
-    price = 12372.75
-    permId = 441472655
-    clientId = 6116
-    orderId = 985
-    liquidation = 0
-    cumQty = 1.0
-    avgPrice = 12372.75
-    orderRef = ""
-    evRule = ""
-    evMultiplier = 0.0
-    modelCode = ""
-    lastLiquidity = 1
-    broker_time = 1661972086.0
-    name = "ib"
-    commission = 0.57
-    realizedPNL = 243.41
-    yield_ = 0.0
-    yieldRedemptionDate = 0
-    listingExchange = "GLOBEX"
-    date = "2022-08-31T18:54:46+00:00"
-
-
-your ``pps.toml`` file will have position entries like,
-
-.. code:: toml
-
-    [ib.algopaper."mnq.globex.20221216"]
-    size = -1.0
-    ppu = 12423.630576923071
-    bsuid = 515416577
-    expiry = "2022-12-16T00:00:00+00:00"
-    clears = [
-     { dt = "2022-08-31T18:54:46+00:00", ppu = 12423.630576923071, accum_size = -19.0, price = 12372.75, size = 1.0, cost = 0.57, tid = "0000e1a7.630f5e5a.01.01" },
-    ]

piker/brokers/ib/__init__.py

@@ -20,10 +20,15 @@ Interactive Brokers API backend.
 Sub-modules within break into the core functionalities:
 
 - ``broker.py`` part for orders / trading endpoints
-- ``feed.py`` for real-time data feed endpoints
-- ``api.py`` for the core API machinery which is ``trio``-ized
+- ``data.py`` for real-time data feed endpoints
+
+- ``client.py`` for the core API machinery which is ``trio``-ized
   wrapping around ``ib_insync``.
 
+- ``report.py`` for the hackery to build manual pp calcs
+  to avoid ib's absolute bullshit FIFO style position
+  tracking..
+
 """
 from .api import (
     get_client,
@@ -33,10 +38,7 @@ from .feed import (
     open_symbol_search,
     stream_quotes,
 )
-from .broker import (
-    trades_dialogue,
-    norm_trade_records,
-)
+from .broker import trades_dialogue
 
 __all__ = [
     'get_client',

piker/brokers/ib/feed.py

@@ -22,7 +22,6 @@ import asyncio
 from contextlib import asynccontextmanager as acm
 from dataclasses import asdict
 from datetime import datetime
-from functools import partial
 from math import isnan
 import time
 from typing import (
@@ -39,14 +38,10 @@ import tractor
 import trio
 from trio_typing import TaskStatus
 
-from .._util import (
-    NoData,
-    DataUnavailable,
-    SymbolNotFound,
-)
+from piker.data._sharedmem import ShmArray
+from .._util import SymbolNotFound, NoData
 from .api import (
-    # _adhoc_futes_set,
-    con2fqsn,
+    _adhoc_futes_set,
     log,
     load_aio_clients,
     ibis,
@@ -107,7 +102,7 @@ async def open_data_client() -> MethodProxy:
 
 @acm
 async def open_history_client(
-    fqsn: str,
+    symbol: str,
 
 ) -> tuple[Callable, int]:
     '''
@@ -115,75 +110,26 @@ async def open_history_client(
     that takes in ``pendulum.datetime`` and returns ``numpy`` arrays.
 
     '''
-    # TODO:
-    # - add logic to handle tradable hours and only grab
-    #   valid bars in the range?
-    # - we want to avoid overrunning the underlying shm array buffer and
-    #   we should probably calc the number of calls to make depending on
-    #   that until we have the `marketstore` daemon in place in which case
-    #   the shm size will be driven by user config and available sys
-    #   memory.
-
     async with open_data_client() as proxy:
 
-        max_timeout: float = 2.
-        mean: float = 0
-        count: int = 0
-
-        head_dt: None | datetime = None
-        if (
-            # fx cons seem to not provide this endpoint?
-            'idealpro' not in fqsn
-        ):
-            try:
-                head_dt = await proxy.get_head_time(fqsn=fqsn)
-            except RequestError:
-                head_dt = None
-
         async def get_hist(
-            timeframe: float,
             end_dt: Optional[datetime] = None,
             start_dt: Optional[datetime] = None,
 
         ) -> tuple[np.ndarray, str]:
-            nonlocal max_timeout, mean, count
 
-            query_start = time.time()
-            out, timedout = await get_bars(
-                proxy,
-                fqsn,
-                timeframe,
-                end_dt=end_dt,
-            )
-            latency = time.time() - query_start
-            if (
-                not timedout
-                # and latency <= max_timeout
-            ):
-                count += 1
-                mean += latency / count
-                print(
-                    f'HISTORY FRAME QUERY LATENCY: {latency}\n'
-                    f'mean: {mean}'
-                )
+            out, fails = await get_bars(proxy, symbol, end_dt=end_dt)
 
-            if (
-                out is None
-            ):
+            # TODO: add logic here to handle tradable hours and only grab
+            # valid bars in the range
+            if out is None:
                 # could be trying to retreive bars over weekend
                 log.error(f"Can't grab bars starting at {end_dt}!?!?")
                 raise NoData(
                     f'{end_dt}',
-                    # frame_size=2000,
+                    frame_size=2000,
                 )
 
-            if (
-                end_dt
-                and head_dt
-                and end_dt <= head_dt
-            ):
-                raise DataUnavailable(f'First timestamp is {head_dt}')
-
             bars, bars_array, first_dt, last_dt = out
 
             # volume cleaning since there's -ve entries,
@@ -198,7 +144,7 @@ async def open_history_client(
         # quite sure why.. needs some tinkering and probably
         # a lookthrough of the ``ib_insync`` machinery, for eg. maybe
         # we have to do the batch queries on the `asyncio` side?
-        yield get_hist, {'erlangs': 1, 'rate': 3}
+        yield get_hist, {'erlangs': 1, 'rate': 6}
 
 
 _pacing: str = (
@@ -207,19 +153,96 @@ _pacing: str = (
 )
 
 
-async def wait_on_data_reset(
+async def get_bars(
+
     proxy: MethodProxy,
-    reset_type: str = 'data',
-    timeout: float = 16,
+    fqsn: str,
 
-    task_status: TaskStatus[
-        tuple[
-            trio.CancelScope,
-            trio.Event,
-        ]
-    ] = trio.TASK_STATUS_IGNORED,
-) -> bool:
+    # blank to start which tells ib to look up the latest datum
+    end_dt: str = '',
 
+) -> (dict, np.ndarray):
+    '''
+    Retrieve historical data from a ``trio``-side task using
+    a ``MethoProxy``.
+
+    '''
+    fails = 0
+    bars: Optional[list] = None
+    first_dt: datetime = None
+    last_dt: datetime = None
+
+    if end_dt:
+        last_dt = pendulum.from_timestamp(end_dt.timestamp())
+
+    for _ in range(10):
+        try:
+            out = await proxy.bars(
+                fqsn=fqsn,
+                end_dt=end_dt,
+            )
+            if out:
+                bars, bars_array = out
+
+            else:
+                await tractor.breakpoint()
+
+            if bars_array is None:
+                raise SymbolNotFound(fqsn)
+
+            first_dt = pendulum.from_timestamp(
+                bars[0].date.timestamp())
+
+            last_dt = pendulum.from_timestamp(
+                bars[-1].date.timestamp())
+
+            time = bars_array['time']
+            assert time[-1] == last_dt.timestamp()
+            assert time[0] == first_dt.timestamp()
+            log.info(
+                f'{len(bars)} bars retreived for {first_dt} -> {last_dt}'
+            )
+
+            return (bars, bars_array, first_dt, last_dt), fails
+
+        except RequestError as err:
+            msg = err.message
+            # why do we always need to rebind this?
+            # _err = err
+
+            if 'No market data permissions for' in msg:
+                # TODO: signalling for no permissions searches
+                raise NoData(
+                    f'Symbol: {fqsn}',
+                )
+
+            elif (
+                err.code == 162
+                and 'HMDS query returned no data' in err.message
+            ):
+                # XXX: this is now done in the storage mgmt layer
+                # and we shouldn't implicitly decrement the frame dt
+                # index since the upper layer may be doing so
+                # concurrently and we don't want to be delivering frames
+                # that weren't asked for.
+                log.warning(
+                    f'NO DATA found ending @ {end_dt}\n'
+                )
+
+                # try to decrement start point and look further back
+                # end_dt = last_dt = last_dt.subtract(seconds=2000)
+
+                raise NoData(
+                    f'Symbol: {fqsn}',
+                    frame_size=2000,
+                )
+
+            elif _pacing in msg:
+
+                log.warning(
+                    'History throttle rate reached!\n'
+                    'Resetting farms with `ctrl-alt-f` hack\n'
+                )
                 # TODO: we might have to put a task lock around this
                 # method..
                 hist_ev = proxy.status_event(
@@ -235,259 +258,144 @@ async def wait_on_data_reset(
                 # live_ev = proxy.status_event(
                 #     'Market data farm connection is OK:usfuture'
                 # )
+
                 # try to wait on the reset event(s) to arrive, a timeout
                 # will trigger a retry up to 6 times (for now).
+                tries: int = 2
+                timeout: float = 10
 
-    done = trio.Event()
-    with trio.move_on_after(timeout) as cs:
-
-        task_status.started((cs, done))
+                # try 3 time with a data reset then fail over to
+                # a connection reset.
+                for i in range(1, tries):
 
                     log.warning('Sending DATA RESET request')
-        res = await data_reset_hack(reset_type=reset_type)
+                    await data_reset_hack(reset_type='data')
 
-        if not res:
-            log.warning(
-                'NO VNC DETECTED!\n'
-                'Manually press ctrl-alt-f on your IB java app'
-            )
-            done.set()
-            return False
-
-        # TODO: not sure if waiting on other events
-        # is all that useful here or not.
-        # - in theory you could wait on one of the ones above first
-        # to verify the reset request was sent?
-        # - we need the same for real-time quote feeds which can
-        # sometimes flake out and stop delivering..
+                    with trio.move_on_after(timeout) as cs:
                         for name, ev in [
+                            # TODO: not sure if waiting on other events
+                            # is all that useful here or not. in theory
+                            # you could wait on one of the ones above
+                            # first to verify the reset request was
+                            # sent?
                             ('history', hist_ev),
                         ]:
                             await ev.wait()
                             log.info(f"{name} DATA RESET")
-            done.set()
-            return True
+                            break
 
-    if cs.cancel_called:
+                    if cs.cancelled_caught:
+                        fails += 1
                         log.warning(
-            'Data reset task canceled?'
+                            f'Data reset {name} timeout, retrying {i}.'
                         )
 
-    done.set()
-    return False
-
-
-_data_resetter_task: trio.Task | None = None
-
-
-async def get_bars(
-
-    proxy: MethodProxy,
-    fqsn: str,
-    timeframe: int,
-
-    # blank to start which tells ib to look up the latest datum
-    end_dt: str = '',
-
-    # TODO: make this more dynamic based on measured frame rx latency?
-    # how long before we trigger a feed reset (seconds)
-    feed_reset_timeout: float = 3,
-
-    # how many days to subtract before giving up on further
-    # history queries for instrument, presuming that most don't
-    # not trade for a week XD
-    max_nodatas: int = 6,
-
-    task_status: TaskStatus[trio.CancelScope] = trio.TASK_STATUS_IGNORED,
-
-) -> (dict, np.ndarray):
-    '''
-    Retrieve historical data from a ``trio``-side task using
-    a ``MethoProxy``.
-
-    '''
-    global _data_resetter_task
-    nodatas_count: int = 0
-
-    data_cs: trio.CancelScope | None = None
-    result: tuple[
-        ibis.objects.BarDataList,
-        np.ndarray,
-        datetime,
-        datetime,
-    ] | None = None
-    result_ready = trio.Event()
-
-    async def query():
-        nonlocal result, data_cs, end_dt, nodatas_count
-        while True:
-            try:
-                out = await proxy.bars(
-                    fqsn=fqsn,
-                    end_dt=end_dt,
-                    sample_period_s=timeframe,
-
-                    # ideally we cancel the request just before we
-                    # cancel on the ``trio``-side and trigger a data
-                    # reset hack.. the problem is there's no way (with
-                    # current impl) to detect a cancel case.
-                    # timeout=timeout,
-                )
-                if out is None:
-                    raise NoData(f'{end_dt}')
-
-                bars, bars_array, dt_duration = out
-
-                if not bars:
-                    log.warning(
-                        f'History is blank for {dt_duration} from {end_dt}'
-                    )
-                    end_dt -= dt_duration
                         continue
+                else:
 
-                if bars_array is None:
-                    raise SymbolNotFound(fqsn)
+                    log.warning('Sending CONNECTION RESET')
+                    await data_reset_hack(reset_type='connection')
 
-                first_dt = pendulum.from_timestamp(
-                    bars[0].date.timestamp())
+                    with trio.move_on_after(timeout) as cs:
+                        for name, ev in [
+                            # TODO: not sure if waiting on other events
+                            # is all that useful here or not. in theory
+                            # you could wait on one of the ones above
+                            # first to verify the reset request was
+                            # sent?
+                            ('history', hist_ev),
+                        ]:
+                            await ev.wait()
+                            log.info(f"{name} DATA RESET")
 
-                last_dt = pendulum.from_timestamp(
-                    bars[-1].date.timestamp())
-
-                time = bars_array['time']
-                assert time[-1] == last_dt.timestamp()
-                assert time[0] == first_dt.timestamp()
-                log.info(
-                    f'{len(bars)} bars retreived {first_dt} -> {last_dt}'
-                )
-
-                if data_cs:
-                    data_cs.cancel()
-
-                result = (bars, bars_array, first_dt, last_dt)
-
-                # signal data reset loop parent task
-                result_ready.set()
-
-                return result
-
-            except RequestError as err:
-                msg = err.message
-
-                if 'No market data permissions for' in msg:
-                    # TODO: signalling for no permissions searches
-                    raise NoData(
-                        f'Symbol: {fqsn}',
-                    )
-
-                elif err.code == 162:
-                    if (
-                        'HMDS query returned no data' in msg
-                    ):
-                        # XXX: this is now done in the storage mgmt
-                        # layer and we shouldn't implicitly decrement
-                        # the frame dt index since the upper layer may
-                        # be doing so concurrently and we don't want to
-                        # be delivering frames that weren't asked for.
-                        # try to decrement start point and look further back
-                        # end_dt = end_dt.subtract(seconds=2000)
-                        logmsg = "SUBTRACTING DAY from DT index"
-                        if end_dt is not None:
-                            end_dt = end_dt.subtract(days=1)
-                        elif end_dt is None:
-                            end_dt = pendulum.now().subtract(days=1)
-
-                        log.warning(
-                            f'NO DATA found ending @ {end_dt}\n'
-                            + logmsg
-                        )
-
-                        if nodatas_count >= max_nodatas:
-                            raise DataUnavailable(
-                                f'Presuming {fqsn} has no further history '
-                                f'after {max_nodatas} tries..'
-                            )
-
-                        nodatas_count += 1
-                        continue
-
-                    elif 'API historical data query cancelled' in err.message:
-                        log.warning(
-                            'Query cancelled by IB (:eyeroll:):\n'
-                            f'{err.message}'
-                        )
-                        continue
-                    elif (
-                        'Trading TWS session is connected from a different IP'
-                            in err.message
-                    ):
-                        log.warning("ignoring ip address warning")
-                        continue
-
-                # XXX: more or less same as above timeout case
-                elif _pacing in msg:
-                    log.warning(
-                        'History throttle rate reached!\n'
-                        'Resetting farms with `ctrl-alt-f` hack\n'
-                    )
-
-                    # cancel any existing reset task
-                    if data_cs:
-                        data_cs.cancel()
-
-                    # spawn new data reset task
-                    data_cs, reset_done = await nurse.start(
-                        partial(
-                            wait_on_data_reset,
-                            proxy,
-                            timeout=float('inf'),
-                            reset_type='connection'
-                        )
-                    )
-                    continue
+                    if cs.cancelled_caught:
+                        fails += 1
+                        log.warning('Data CONNECTION RESET timeout!?')
 
             else:
                 raise
 
-    # TODO: make this global across all history task/requests
-    # such that simultaneous symbol queries don't try data resettingn
-    # too fast..
-    unset_resetter: bool = False
-    async with trio.open_nursery() as nurse:
+    return None, None
+    # else:  # throttle wasn't fixed so error out immediately
+    #     raise _err
 
-        # start history request that we allow
-        # to run indefinitely until a result is acquired
-        nurse.start_soon(query)
 
-        # start history reset loop which waits up to the timeout
-        # for a result before triggering a data feed reset.
-        while not result_ready.is_set():
+async def backfill_bars(
 
-            with trio.move_on_after(feed_reset_timeout):
-                await result_ready.wait()
-                break
+    fqsn: str,
+    shm: ShmArray,  # type: ignore # noqa
 
-            if _data_resetter_task:
-                # don't double invoke the reset hack if another
-                # requester task already has it covered.
+    # TODO: we want to avoid overrunning the underlying shm array buffer
+    # and we should probably calc the number of calls to make depending
+    # on that until we have the `marketstore` daemon in place in which
+    # case the shm size will be driven by user config and available sys
+    # memory.
+    count: int = 16,
+
+    task_status: TaskStatus[trio.CancelScope] = trio.TASK_STATUS_IGNORED,
+
+) -> None:
+    '''
+    Fill historical bars into shared mem / storage afap.
+
+    TODO: avoid pacing constraints:
+    https://github.com/pikers/piker/issues/128
+
+    '''
+    # last_dt1 = None
+    last_dt = None
+
+    with trio.CancelScope() as cs:
+
+        async with open_data_client() as proxy:
+
+            out, fails = await get_bars(proxy, fqsn)
+
+            if out is None:
+                raise RuntimeError("Could not pull currrent history?!")
+
+            (first_bars, bars_array, first_dt, last_dt) = out
+            vlm = bars_array['volume']
+            vlm[vlm < 0] = 0
+            last_dt = first_dt
+
+            # write historical data to buffer
+            shm.push(bars_array)
+
+            task_status.started(cs)
+
+            i = 0
+            while i < count:
+
+                out, fails = await get_bars(proxy, fqsn, end_dt=first_dt)
+
+                if out is None:
+                    # could be trying to retreive bars over weekend
+                    # TODO: add logic here to handle tradable hours and
+                    # only grab valid bars in the range
+                    log.error(f"Can't grab bars starting at {first_dt}!?!?")
+
+                    # XXX: get_bars() should internally decrement dt by
+                    # 2k seconds and try again.
                     continue
-            else:
-                _data_resetter_task = trio.lowlevel.current_task()
-                unset_resetter = True
 
-            # spawn new data reset task
-            data_cs, reset_done = await nurse.start(
-                partial(
-                    wait_on_data_reset,
-                    proxy,
-                    timeout=float('inf'),
-                )
-            )
-            # sync wait on reset to complete
-            await reset_done.wait()
+                (first_bars, bars_array, first_dt, last_dt) = out
+                # last_dt1 = last_dt
+                # last_dt = first_dt
 
-    _data_resetter_task = None if unset_resetter else _data_resetter_task
-    return result, data_cs is not None
+                # volume cleaning since there's -ve entries,
+                # wood luv to know what crookery that is..
+                vlm = bars_array['volume']
+                vlm[vlm < 0] = 0
+
+                # TODO we should probably dig into forums to see what peeps
+                # think this data "means" and then use it as an indicator of
+                # sorts? dinkus has mentioned that $vlms for the day dont'
+                # match other platforms nor the summary stat tws shows in
+                # the monitor - it's probably worth investigating.
+
+                shm.push(bars_array, prepend=True)
+                i += 1
 
 
 asset_type_map = {
@@ -505,7 +413,6 @@ asset_type_map = {
     'WAR': 'warrant',
     'IOPT': 'warran',
     'BAG': 'bag',
-    'CRYPTO': 'crypto',  # bc it's diff then fiat?
     # 'NEWS': 'news',
 }
 
@@ -545,9 +452,7 @@ async def _setup_quote_stream(
 
     to_trio.send_nowait(None)
 
-    async with load_aio_clients(
-        disconnect_on_exit=False,
-    ) as accts2clients:
+    async with load_aio_clients() as accts2clients:
         caccount_name, client = get_preferred_data_client(accts2clients)
         contract = contract or (await client.find_contract(symbol))
         ticker: Ticker = client.ib.reqMktData(contract, ','.join(opts))
@@ -593,11 +498,10 @@ async def _setup_quote_stream(
                 # Manually do the dereg ourselves.
                 teardown()
             except trio.WouldBlock:
-                # log.warning(
-                #     f'channel is blocking symbol feed for {symbol}?'
-                #     f'\n{to_trio.statistics}'
-                # )
-                pass
+                log.warning(
+                    f'channel is blocking symbol feed for {symbol}?'
+                    f'\n{to_trio.statistics}'
+                )
 
             # except trio.WouldBlock:
             #     # for slow debugging purposes to avoid clobbering prompt
@@ -627,8 +531,7 @@ async def open_aio_quote_stream(
     from_aio = _quote_streams.get(symbol)
     if from_aio:
 
-        # if we already have a cached feed deliver a rx side clone
-        # to consumer
+        # if we already have a cached feed deliver a rx side clone to consumer
         async with broadcast_receiver(
             from_aio,
             2**6,
@@ -650,17 +553,38 @@ async def open_aio_quote_stream(
 
 
 # TODO: cython/mypyc/numba this!
-# or we can at least cache a majority of the values
-# except for the ones we expect to change?..
 def normalize(
     ticker: Ticker,
     calc_price: bool = False
 
 ) -> dict:
 
+    # should be real volume for this contract by default
+    calc_price = False
+
     # check for special contract types
     con = ticker.contract
-    fqsn, calc_price = con2fqsn(con)
+    if type(con) in (
+        ibis.Commodity,
+        ibis.Forex,
+    ):
+        # commodities and forex don't have an exchange name and
+        # no real volume so we have to calculate the price
+        suffix = con.secType
+        # no real volume on this tract
+        calc_price = True
+
+    else:
+        suffix = con.primaryExchange
+        if not suffix:
+            suffix = con.exchange
+
+        # append a `.<suffix>` to the returned symbol
+        # key for derivatives that normally is the expiry
+        # date key.
+        expiry = con.lastTradeDateOrContractMonth
+        if expiry:
+            suffix += f'.{expiry}'
 
     # convert named tuples to dicts so we send usable keys
     new_ticks = []
@@ -692,7 +616,9 @@ def normalize(
 
     # generate fqsn with possible specialized suffix
     # for derivatives, note the lowercase.
-    data['symbol'] = data['fqsn'] = fqsn
+    data['symbol'] = data['fqsn'] = '.'.join(
+        (con.symbol, suffix)
+    ).lower()
 
     # convert named tuples to dicts for transport
     tbts = data.get('tickByTicks')
@@ -757,13 +683,6 @@ async def stream_quotes(
             # TODO: more consistent field translation
             atype = syminfo['asset_type'] = asset_type_map[syminfo['secType']]
 
-            if atype in {
-                'forex',
-                'index',
-                'commodity',
-            }:
-                syminfo['no_vlm'] = True
-
             # for stocks it seems TWS reports too small a tick size
             # such that you can't submit orders with that granularity?
             min_tick = 0.01 if atype == 'stock' else 0
@@ -790,9 +709,9 @@ async def stream_quotes(
                 },
 
             }
-            return init_msgs, syminfo
+            return init_msgs
 
-        init_msgs, syminfo = mk_init_msgs()
+        init_msgs = mk_init_msgs()
 
         # TODO: we should instead spawn a task that waits on a feed to start
         # and let it wait indefinitely..instead of this hard coded stuff.
@@ -801,14 +720,7 @@ async def stream_quotes(
 
         # it might be outside regular trading hours so see if we can at
         # least grab history.
-        if (
-            isnan(first_ticker.last)
-            and type(first_ticker.contract) not in (
-                ibis.Commodity,
-                ibis.Forex,
-                ibis.Crypto,
-            )
-        ):
+        if isnan(first_ticker.last):
             task_status.started((init_msgs, first_quote))
 
             # it's not really live but this will unblock
@@ -819,77 +731,41 @@ async def stream_quotes(
             await trio.sleep_forever()
             return  # we never expect feed to come up?
 
-        cs: Optional[trio.CancelScope] = None
-        startup: bool = True
-        while (
-            startup
-            or cs.cancel_called
-        ):
-            with trio.CancelScope() as cs:
-                async with (
-                    trio.open_nursery() as nurse,
-                    open_aio_quote_stream(
+        async with open_aio_quote_stream(
             symbol=sym,
             contract=con,
-                    ) as stream,
-                ):
+        ) as stream:
+
             # ugh, clear ticks since we've consumed them
             # (ahem, ib_insync is stateful trash)
             first_ticker.ticks = []
 
-                    # only on first entry at feed boot up
-                    if startup:
-                        startup = False
             task_status.started((init_msgs, first_quote))
 
-                    # start a stream restarter task which monitors the
-                    # data feed event.
-                    async def reset_on_feed():
-
-                        # TODO: this seems to be surpressed from the
-                        # traceback in ``tractor``?
-                        # assert 0
-
-                        rt_ev = proxy.status_event(
-                            'Market data farm connection is OK:usfarm'
-                        )
-                        await rt_ev.wait()
-                        cs.cancel()  # cancel called should now be set
-
-                    nurse.start_soon(reset_on_feed)
-
             async with aclosing(stream):
-                        if syminfo.get('no_vlm', False):
-
-                            # generally speaking these feeds don't
-                            # include vlm data.
-                            atype = syminfo['asset_type']
-                            log.info(
-                                f'No-vlm {sym}@{atype}, skipping quote poll'
-                            )
-
-                        else:
-                            # wait for real volume on feed (trading might be
-                            # closed)
+                if type(first_ticker.contract) not in (
+                    ibis.Commodity,
+                    ibis.Forex
+                ):
+                    # wait for real volume on feed (trading might be closed)
                     while True:
                         ticker = await stream.receive()
 
-                                # for a real volume contract we rait for
-                                # the first "real" trade to take place
+                        # for a real volume contract we rait for the first
+                        # "real" trade to take place
                         if (
                             # not calc_price
                             # and not ticker.rtTime
                             not ticker.rtTime
                         ):
-                                    # spin consuming tickers until we
-                                    # get a real market datum
+                            # spin consuming tickers until we get a real
+                            # market datum
                             log.debug(f"New unsent ticker: {ticker}")
                             continue
                         else:
-                                    log.debug("Received first volume tick")
-                                    # ugh, clear ticks since we've
-                                    # consumed them (ahem, ib_insync is
-                                    # truly stateful trash)
+                            log.debug("Received first real volume tick")
+                            # ugh, clear ticks since we've consumed them
+                            # (ahem, ib_insync is truly stateful trash)
                             ticker.ticks = []
 
                             # XXX: this works because we don't use
@@ -905,9 +781,7 @@ async def stream_quotes(
                 # last = time.time()
                 async for ticker in stream:
                     quote = normalize(ticker)
-                            fqsn = quote['fqsn']
-                            # print(f'sending {fqsn}:\n{quote}')
-                            await send_chan.send({fqsn: quote})
+                    await send_chan.send({quote['fqsn']: quote})
 
                     # ugh, clear ticks since we've consumed them
                     ticker.ticks = []
@@ -931,9 +805,6 @@ async def data_reset_hack(
           successful.
         - other OS support?
         - integration with ``ib-gw`` run in docker + Xorg?
-        - is it possible to offer a local server that can be accessed by
-          a client? Would be sure be handy for running native java blobs
-          that need to be wrangle.
 
     '''
 
@@ -964,10 +835,7 @@ async def data_reset_hack(
             client.mouse.click()
             client.keyboard.press('Ctrl', 'Alt', key)  # keys are stacked
 
-    try:
     await tractor.to_asyncio.run_task(vnc_click_hack)
-    except OSError:
-        return False
 
     # we don't really need the ``xdotool`` approach any more B)
     return True
@@ -982,30 +850,14 @@ async def open_symbol_search(
     # TODO: load user defined symbol set locally for fast search?
     await ctx.started({})
 
-    async with (
-        open_client_proxies() as (proxies, clients),
-        open_data_client() as data_proxy,
-    ):
+    async with open_data_client() as proxy:
         async with ctx.open_stream() as stream:
 
-            # select a non-history client for symbol search to lighten
-            # the load in the main data node.
-            proxy = data_proxy
-            for name, proxy in proxies.items():
-                if proxy is data_proxy:
-                    continue
-                break
-
-            ib_client = proxy._aio_ns.ib
-            log.info(f'Using {ib_client} for symbol search')
-
             last = time.time()
-            async for pattern in stream:
-                log.info(f'received {pattern}')
-                now = time.time()
 
-                # this causes tractor hang...
-                # assert 0
+            async for pattern in stream:
+                log.debug(f'received {pattern}')
+                now = time.time()
 
                 assert pattern, 'IB can not accept blank search pattern'
 
@@ -1019,14 +871,7 @@ async def open_symbol_search(
                     except trio.WouldBlock:
                         pass
 
-                if (
-                    not pattern
-                    or pattern.isspace()
-
-                    # XXX: not sure if this is a bad assumption but it
-                    # seems to make search snappier?
-                    or len(pattern) < 1
-                ):
+                if not pattern or pattern.isspace():
                     log.warning('empty pattern received, skipping..')
 
                     # TODO: *BUG* if nothing is returned here the client
@@ -1041,7 +886,7 @@ async def open_symbol_search(
 
                     continue
 
-                log.info(f'searching for {pattern}')
+                log.debug(f'searching for {pattern}')
 
                 last = time.time()
 
@@ -1050,16 +895,8 @@ async def open_symbol_search(
                 stock_results = []
 
                 async def stash_results(target: Awaitable[list]):
-                    try:
-                        results = await target
-                    except tractor.trionics.Lagged:
-                        print("IB SYM-SEARCH OVERRUN?!?")
-                        return
+                    stock_results.extend(await target)
 
-                    stock_results.extend(results)
-
-                for i in range(10):
-                    with trio.move_on_after(3) as cs:
                 async with trio.open_nursery() as sn:
                     sn.start_soon(
                         stash_results,
@@ -1072,26 +909,17 @@ async def open_symbol_search(
                     # trigger async request
                     await trio.sleep(0)
 
-                    if cs.cancelled_caught:
-                        log.warning(
-                            f'Search timeout? {proxy._aio_ns.ib.client}'
+                    # match against our ad-hoc set immediately
+                    adhoc_matches = fuzzy.extractBests(
+                        pattern,
+                        list(_adhoc_futes_set),
+                        score_cutoff=90,
                     )
-                        continue
-                    else:
-                        break
-
-                    # # match against our ad-hoc set immediately
-                    # adhoc_matches = fuzzy.extractBests(
-                    #     pattern,
-                    #     list(_adhoc_futes_set),
-                    #     score_cutoff=90,
-                    # )
-                    # log.info(f'fuzzy matched adhocs: {adhoc_matches}')
-                    # adhoc_match_results = {}
-                    # if adhoc_matches:
-                    #     # TODO: do we need to pull contract details?
-                    #     adhoc_match_results = {i[0]: {} for i in
-                    #     adhoc_matches}
+                    log.info(f'fuzzy matched adhocs: {adhoc_matches}')
+                    adhoc_match_results = {}
+                    if adhoc_matches:
+                        # TODO: do we need to pull contract details?
+                        adhoc_match_results = {i[0]: {} for i in adhoc_matches}
 
                 log.debug(f'fuzzy matching stocks {stock_results}')
                 stock_matches = fuzzy.extractBests(
@@ -1100,8 +928,7 @@ async def open_symbol_search(
                     score_cutoff=50,
                 )
 
-                # matches = adhoc_match_results | {
-                matches = {
+                matches = adhoc_match_results | {
                     item[0]: {} for item in stock_matches
                 }
                 # TODO: we used to deliver contract details

piker/brokers/kraken/README.rst

@@ -1,64 +0,0 @@
-``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
-   ppu = 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/__init__.py

@@ -1,61 +0,0 @@
-# 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/>.
-
-'''
-Kraken backend.
-
-Sub-modules within break into the core functionalities:
-
-- ``broker.py`` part for orders / trading endpoints
-- ``feed.py`` for real-time data feed endpoints
-- ``api.py`` for the core API machinery which is ``trio``-ized
-  wrapping around ``ib_insync``.
-
-'''
-
-from piker.log import get_logger
-
-log = get_logger(__name__)
-
-from .api import (
-    get_client,
-)
-from .feed import (
-    open_history_client,
-    open_symbol_search,
-    stream_quotes,
-)
-from .broker import (
-    trades_dialogue,
-    norm_trade_records,
-)
-
-__all__ = [
-    'get_client',
-    'trades_dialogue',
-    'open_history_client',
-    'open_symbol_search',
-    'stream_quotes',
-    'norm_trade_records',
-]
-
-
-# tractor RPC enable arg
-__enable_modules__: list[str] = [
-    'api',
-    'feed',
-    'broker',
-]

piker/brokers/kraken/api.py

@@ -1,536 +0,0 @@
-# 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/>.
-
-'''
-Kraken web API wrapping.
-
-'''
-from contextlib import asynccontextmanager as acm
-from datetime import datetime
-import itertools
-from typing import (
-    Any,
-    Optional,
-    Union,
-)
-import time
-
-from bidict import bidict
-import pendulum
-import asks
-from fuzzywuzzy import process as fuzzy
-import numpy as np
-import urllib.parse
-import hashlib
-import hmac
-import base64
-import trio
-
-from piker import config
-from piker.brokers._util import (
-    resproc,
-    SymbolNotFound,
-    BrokerError,
-    DataThrottle,
-)
-from piker.pp import Transaction
-from . import log
-
-# <uri>/<version>/
-_url = 'https://api.kraken.com/0'
-
-
-# Broker specific ohlc schema which includes a vwap field
-_ohlc_dtype = [
-    ('index', int),
-    ('time', int),
-    ('open', float),
-    ('high', float),
-    ('low', float),
-    ('close', float),
-    ('volume', float),
-    ('count', int),
-    ('bar_wap', float),
-]
-
-# UI components allow this to be declared such that additional
-# (historical) fields can be exposed.
-ohlc_dtype = np.dtype(_ohlc_dtype)
-
-_show_wap_in_history = True
-_symbol_info_translation: dict[str, str] = {
-    'tick_decimals': 'pair_decimals',
-}
-
-
-def get_config() -> dict[str, Any]:
-
-    conf, path = config.load()
-    section = conf.get('kraken')
-
-    if section is None:
-        log.warning(f'No config section found for kraken in {path}')
-        return {}
-
-    return section
-
-
-def get_kraken_signature(
-    urlpath: str,
-    data: dict[str, Any],
-    secret: str
-) -> str:
-    postdata = urllib.parse.urlencode(data)
-    encoded = (str(data['nonce']) + postdata).encode()
-    message = urlpath.encode() + hashlib.sha256(encoded).digest()
-
-    mac = hmac.new(base64.b64decode(secret), message, hashlib.sha512)
-    sigdigest = base64.b64encode(mac.digest())
-    return sigdigest.decode()
-
-
-class InvalidKey(ValueError):
-    '''
-    EAPI:Invalid key
-    This error is returned when the API key used for the call is
-    either expired or disabled, please review the API key in your
-    Settings -> API tab of account management or generate a new one
-    and update your application.
-
-    '''
-
-
-class Client:
-
-    # global symbol normalization table
-    _ntable: dict[str, str] = {}
-    _atable: bidict[str, str] = bidict()
-
-    def __init__(
-        self,
-        config: dict[str, str],
-        name: str = '',
-        api_key: str = '',
-        secret: str = ''
-    ) -> None:
-        self._sesh = asks.Session(connections=4)
-        self._sesh.base_location = _url
-        self._sesh.headers.update({
-            'User-Agent':
-                'krakenex/2.1.0 (+https://github.com/veox/python3-krakenex)'
-        })
-        self.conf: dict[str, str] = config
-        self._pairs: list[str] = []
-        self._name = name
-        self._api_key = api_key
-        self._secret = secret
-
-    @property
-    def pairs(self) -> dict[str, Any]:
-        if self._pairs is None:
-            raise RuntimeError(
-                "Make sure to run `cache_symbols()` on startup!"
-            )
-            # retreive and cache all symbols
-
-        return self._pairs
-
-    async def _public(
-        self,
-        method: str,
-        data: dict,
-    ) -> dict[str, Any]:
-        resp = await self._sesh.post(
-            path=f'/public/{method}',
-            json=data,
-            timeout=float('inf')
-        )
-        return resproc(resp, log)
-
-    async def _private(
-        self,
-        method: str,
-        data: dict,
-        uri_path: str
-    ) -> dict[str, Any]:
-        headers = {
-            'Content-Type':
-                'application/x-www-form-urlencoded',
-            'API-Key':
-                self._api_key,
-            'API-Sign':
-                get_kraken_signature(uri_path, data, self._secret)
-        }
-        resp = await self._sesh.post(
-            path=f'/private/{method}',
-            data=data,
-            headers=headers,
-            timeout=float('inf')
-        )
-        return resproc(resp, log)
-
-    async def endpoint(
-        self,
-        method: str,
-        data: dict[str, Any]
-
-    ) -> dict[str, Any]:
-        uri_path = f'/0/private/{method}'
-        data['nonce'] = str(int(1000*time.time()))
-        return await self._private(method, data, uri_path)
-
-    async def get_balances(
-        self,
-    ) -> dict[str, float]:
-        '''
-        Return the set of asset balances for this account
-        by symbol.
-
-        '''
-        resp = await self.endpoint(
-            'Balance',
-            {},
-        )
-        by_bsuid = resp['result']
-        return {
-            self._atable[sym].lower(): float(bal)
-            for sym, bal in by_bsuid.items()
-        }
-
-    async def get_assets(self) -> dict[str, dict]:
-        resp = await self._public('Assets', {})
-        return resp['result']
-
-    async def cache_assets(self) -> None:
-        assets = self.assets = await self.get_assets()
-        for bsuid, info in assets.items():
-            self._atable[bsuid] = info['altname']
-
-    async def get_trades(
-        self,
-        fetch_limit: int = 10,
-
-    ) -> dict[str, Any]:
-        '''
-        Get the trades (aka cleared orders) history from the rest endpoint:
-        https://docs.kraken.com/rest/#operation/getTradeHistory
-
-        '''
-        ofs = 0
-        trades_by_id: dict[str, Any] = {}
-
-        for i in itertools.count():
-            if i >= fetch_limit:
-                break
-
-            # increment 'ofs' pagination offset
-            ofs = i*50
-
-            resp = await self.endpoint(
-                'TradesHistory',
-                {'ofs': ofs},
-            )
-            by_id = resp['result']['trades']
-            trades_by_id.update(by_id)
-
-            # we can get up to 50 results per query
-            if (
-                len(by_id) < 50
-            ):
-                err = resp.get('error')
-                if err:
-                    raise BrokerError(err)
-
-                # we know we received the max amount of
-                # trade results so there may be more history.
-                # catch the end of the trades
-                count = resp['result']['count']
-                break
-
-        # santity check on update
-        assert count == len(trades_by_id.values())
-        return trades_by_id
-
-    async def get_xfers(
-        self,
-        asset: str,
-        src_asset: str = '',
-
-    ) -> dict[str, Transaction]:
-        '''
-        Get asset balance transfer transactions.
-
-        Currently only withdrawals are supported.
-
-        '''
-        xfers: list[dict] = (await self.endpoint(
-            'WithdrawStatus',
-            {'asset': asset},
-        ))['result']
-
-        # eg. resp schema:
-        # 'result': [{'method': 'Bitcoin', 'aclass': 'currency', 'asset':
-        #     'XXBT', 'refid': 'AGBJRMB-JHD2M4-NDI3NR', 'txid':
-        #     'b95d66d3bb6fd76cbccb93f7639f99a505cb20752c62ea0acc093a0e46547c44',
-        #     'info': 'bc1qc8enqjekwppmw3g80p56z5ns7ze3wraqk5rl9z',
-        #     'amount': '0.00300726', 'fee': '0.00001000', 'time':
-        #     1658347714, 'status': 'Success'}]}
-
-        trans: dict[str, Transaction] = {}
-        for entry in xfers:
-            # look up the normalized name
-            asset = self._atable[entry['asset']].lower()
-
-            # XXX: this is in the asset units (likely) so it isn't
-            # quite the same as a commisions cost necessarily..)
-            cost = float(entry['fee'])
-
-            tran = Transaction(
-                fqsn=asset + '.kraken',
-                tid=entry['txid'],
-                dt=pendulum.from_timestamp(entry['time']),
-                bsuid=f'{asset}{src_asset}',
-                size=-1*(
-                    float(entry['amount'])
-                    +
-                    cost
-                ),
-                # since this will be treated as a "sell" it
-                # shouldn't be needed to compute the be price.
-                price='NaN',
-
-                # XXX: see note above
-                cost=0,
-            )
-            trans[tran.tid] = tran
-
-        return trans
-
-    async def submit_limit(
-        self,
-        symbol: str,
-        price: float,
-        action: str,
-        size: float,
-        reqid: str = None,
-        validate: bool = False  # set True test call without a real submission
-
-    ) -> dict:
-        '''
-        Place an order and return integer request id provided by client.
-
-        '''
-        # Build common data dict for common keys from both endpoints
-        data = {
-            "pair": symbol,
-            "price": str(price),
-            "validate": validate
-        }
-        if reqid is None:
-            # Build order data for kraken api
-            data |= {
-                "ordertype": "limit",
-                "type": action,
-                "volume": str(size),
-            }
-            return await self.endpoint('AddOrder', data)
-
-        else:
-            # Edit order data for kraken api
-            data["txid"] = reqid
-            return await self.endpoint('EditOrder', data)
-
-    async def submit_cancel(
-        self,
-        reqid: str,
-    ) -> dict:
-        '''
-        Send cancel request for order id ``reqid``.
-
-        '''
-        # txid is a transaction id given by kraken
-        return await self.endpoint('CancelOrder', {"txid": reqid})
-
-    async def symbol_info(
-        self,
-        pair: Optional[str] = None,
-
-    ) -> dict[str, dict[str, str]]:
-
-        if pair is not None:
-            pairs = {'pair': pair}
-        else:
-            pairs = None  # get all pairs
-
-        resp = await self._public('AssetPairs', pairs)
-        err = resp['error']
-        if err:
-            symbolname = pairs['pair'] if pair else None
-            raise SymbolNotFound(f'{symbolname}.kraken')
-
-        pairs = resp['result']
-
-        if pair is not None:
-            _, data = next(iter(pairs.items()))
-            return data
-        else:
-            return pairs
-
-    async def cache_symbols(
-        self,
-    ) -> dict:
-        if not self._pairs:
-            self._pairs = await self.symbol_info()
-
-            ntable = {}
-            for restapikey, info in self._pairs.items():
-                ntable[restapikey] = ntable[info['wsname']] = info['altname']
-
-            self._ntable.update(ntable)
-
-        return self._pairs
-
-    async def search_symbols(
-        self,
-        pattern: str,
-        limit: int = None,
-    ) -> dict[str, Any]:
-        if self._pairs is not None:
-            data = self._pairs
-        else:
-            data = await self.symbol_info()
-
-        matches = fuzzy.extractBests(
-            pattern,
-            data,
-            score_cutoff=50,
-        )
-        # repack in dict form
-        return {item[0]['altname']: item[0] for item in matches}
-
-    async def bars(
-        self,
-        symbol: str = 'XBTUSD',
-
-        # UTC 2017-07-02 12:53:20
-        since: Optional[Union[int, datetime]] = None,
-        count: int = 720,  # <- max allowed per query
-        as_np: bool = True,
-
-    ) -> dict:
-
-        if since is None:
-            since = pendulum.now('UTC').start_of('minute').subtract(
-                minutes=count).timestamp()
-
-        elif isinstance(since, int):
-            since = pendulum.from_timestamp(since).timestamp()
-
-        else:  # presumably a pendulum datetime
-            since = since.timestamp()
-
-        # UTC 2017-07-02 12:53:20 is oldest seconds value
-        since = str(max(1499000000, int(since)))
-        json = await self._public(
-            'OHLC',
-            data={
-                'pair': symbol,
-                'since': since,
-            },
-        )
-        try:
-            res = json['result']
-            res.pop('last')
-            bars = next(iter(res.values()))
-
-            new_bars = []
-
-            first = bars[0]
-            last_nz_vwap = first[-3]
-            if last_nz_vwap == 0:
-                # use close if vwap is zero
-                last_nz_vwap = first[-4]
-
-            # convert all fields to native types
-            for i, bar in enumerate(bars):
-                # normalize weird zero-ed vwap values..cmon kraken..
-                # indicates vwap didn't change since last bar
-                vwap = float(bar.pop(-3))
-                if vwap != 0:
-                    last_nz_vwap = vwap
-                if vwap == 0:
-                    vwap = last_nz_vwap
-
-                # re-insert vwap as the last of the fields
-                bar.append(vwap)
-
-                new_bars.append(
-                    (i,) + tuple(
-                        ftype(bar[j]) for j, (name, ftype) in enumerate(
-                            _ohlc_dtype[1:]
-                        )
-                    )
-                )
-            array = np.array(new_bars, dtype=_ohlc_dtype) if as_np else bars
-            return array
-        except KeyError:
-            errmsg = json['error'][0]
-
-            if 'not found' in errmsg:
-                raise SymbolNotFound(errmsg + f': {symbol}')
-
-            elif 'Too many requests' in errmsg:
-                raise DataThrottle(f'{symbol}')
-
-            else:
-                raise BrokerError(errmsg)
-
-    @classmethod
-    def normalize_symbol(
-        cls,
-        ticker: str
-    ) -> str:
-        '''
-        Normalize symbol names to to a 3x3 pair from the global
-        definition map which we build out from the data retreived from
-        the 'AssetPairs' endpoint, see methods above.
-
-        '''
-        ticker = cls._ntable[ticker]
-        return ticker.lower()
-
-
-@acm
-async def get_client() -> Client:
-
-    conf = get_config()
-    if conf:
-        client = Client(
-            conf,
-            name=conf['key_descr'],
-            api_key=conf['api_key'],
-            secret=conf['secret']
-        )
-    else:
-        client = Client({})
-
-    # at startup, load all symbols, and asset info in
-    # batch requests.
-    async with trio.open_nursery() as nurse:
-        nurse.start_soon(client.cache_assets)
-        await client.cache_symbols()
-
-    yield client

piker/brokers/kraken/feed.py

@@ -1,500 +0,0 @@
-# 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/>.
-
-'''
-Real-time and historical data feed endpoints.
-
-'''
-from contextlib import asynccontextmanager as acm
-from datetime import datetime
-from typing import (
-    Any,
-    Optional,
-    Callable,
-)
-import time
-
-from async_generator import aclosing
-from fuzzywuzzy import process as fuzzy
-import numpy as np
-import pendulum
-from trio_typing import TaskStatus
-import tractor
-import trio
-
-from piker._cacheables import open_cached_client
-from piker.brokers._util import (
-    BrokerError,
-    DataThrottle,
-    DataUnavailable,
-)
-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 (
-    Client,
-)
-
-
-# https://www.kraken.com/features/api#get-tradable-pairs
-class Pair(Struct):
-    altname: str  # alternate pair name
-    wsname: str  # WebSocket pair name (if available)
-    aclass_base: str  # asset class of base component
-    base: str  # asset id of base component
-    aclass_quote: str  # asset class of quote component
-    quote: str  # asset id of quote component
-    lot: str  # volume lot size
-
-    cost_decimals: int
-    costmin: float
-    pair_decimals: int  # scaling decimal places for pair
-    lot_decimals: int  # scaling decimal places for volume
-
-    # amount to multiply lot volume by to get currency volume
-    lot_multiplier: float
-
-    # array of leverage amounts available when buying
-    leverage_buy: list[int]
-    # array of leverage amounts available when selling
-    leverage_sell: list[int]
-
-    # fee schedule array in [volume, percent fee] tuples
-    fees: list[tuple[int, float]]
-
-    # maker fee schedule array in [volume, percent fee] tuples (if on
-    # maker/taker)
-    fees_maker: list[tuple[int, float]]
-
-    fee_volume_currency: str  # volume discount currency
-    margin_call: str  # margin call level
-    margin_stop: str  # stop-out/liquidation margin level
-    ordermin: float  # minimum order volume for pair
-    tick_size: float # min price step size
-    status: str
-
-    short_position_limit: float
-    long_position_limit: float
-
-
-class OHLC(Struct):
-    '''
-    Description of the flattened OHLC quote format.
-
-    For schema details see:
-        https://docs.kraken.com/websockets/#message-ohlc
-
-    '''
-    chan_id: int  # internal kraken id
-    chan_name: str  # eg. ohlc-1  (name-interval)
-    pair: str  # fx pair
-    time: float  # Begin time of interval, in seconds since epoch
-    etime: float  # End time of interval, in seconds since epoch
-    open: float  # Open price of interval
-    high: float  # High price within interval
-    low: float  # Low price within interval
-    close: float  # Close price of interval
-    vwap: float  # Volume weighted average price within interval
-    volume: float  # Accumulated volume **within interval**
-    count: int  # Number of trades within interval
-    # (sampled) generated tick data
-    ticks: list[Any] = []
-
-
-async def stream_messages(
-    ws: NoBsWs,
-):
-    '''
-    Message stream parser and heartbeat handler.
-
-    Deliver ws subscription messages as well as handle heartbeat logic
-    though a single async generator.
-
-    '''
-    too_slow_count = last_hb = 0
-
-    while True:
-
-        with trio.move_on_after(5) as cs:
-            msg = await ws.recv_msg()
-
-        # trigger reconnection if heartbeat is laggy
-        if cs.cancelled_caught:
-
-            too_slow_count += 1
-
-            if too_slow_count > 20:
-                log.warning(
-                    "Heartbeat is too slow, resetting ws connection")
-
-                await ws._connect()
-                too_slow_count = 0
-                continue
-
-        match msg:
-            case {'event': 'heartbeat'}:
-                now = time.time()
-                delay = now - last_hb
-                last_hb = now
-
-                # XXX: why tf is this not printing without --tl flag?
-                log.debug(f"Heartbeat after {delay}")
-                # print(f"Heartbeat after {delay}")
-
-                continue
-
-            case _:
-                # passthrough sub msgs
-                yield msg
-
-
-async def process_data_feed_msgs(
-    ws: NoBsWs,
-):
-    '''
-    Parse and pack data feed messages.
-
-    '''
-    async for msg in stream_messages(ws):
-        match msg:
-            case {
-                'errorMessage': errmsg
-            }:
-                raise BrokerError(errmsg)
-
-            case {
-                'event': 'subscriptionStatus',
-            } as sub:
-                log.info(
-                    'WS subscription is active:\n'
-                    f'{sub}'
-                )
-                continue
-
-            case [
-                chan_id,
-                *payload_array,
-                chan_name,
-                pair
-            ]:
-                if 'ohlc' in chan_name:
-                    ohlc = OHLC(
-                        chan_id,
-                        chan_name,
-                        pair,
-                        *payload_array[0]
-                    )
-                    ohlc.typecast()
-                    yield 'ohlc', ohlc
-
-                elif 'spread' in chan_name:
-
-                    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},
-
-                            {'type': 'ask', 'price': ask, 'size': asize},
-                            {'type': 'asize', 'price': ask, 'size': asize},
-                        ],
-                    }
-                    yield 'l1', quote
-
-                # elif 'book' in msg[-2]:
-                #     chan_id, *payload_array, chan_name, pair = msg
-                #     print(msg)
-
-            case _:
-                print(f'UNHANDLED MSG: {msg}')
-                # yield msg
-
-
-def normalize(
-    ohlc: OHLC,
-
-) -> dict:
-    quote = ohlc.to_dict()
-    quote['broker_ts'] = quote['time']
-    quote['brokerd_ts'] = time.time()
-    quote['symbol'] = quote['pair'] = quote['pair'].replace('/', '')
-    quote['last'] = quote['close']
-    quote['bar_wap'] = ohlc.vwap
-
-    # seriously eh? what's with this non-symmetry everywhere
-    # in subscription systems...
-    # XXX: piker style is always lowercases symbols.
-    topic = quote['pair'].replace('/', '').lower()
-
-    # print(quote)
-    return topic, quote
-
-
-@acm
-async def open_history_client(
-    symbol: str,
-
-) -> tuple[Callable, int]:
-
-    # TODO implement history getter for the new storage layer.
-    async with open_cached_client('kraken') as client:
-
-        # lol, kraken won't send any more then the "last"
-        # 720 1m bars.. so we have to just ignore further
-        # requests of this type..
-        queries: int = 0
-
-        async def get_ohlc(
-            timeframe: float,
-            end_dt: Optional[datetime] = None,
-            start_dt: Optional[datetime] = None,
-
-        ) -> tuple[
-            np.ndarray,
-            datetime,  # start
-            datetime,  # end
-        ]:
-
-            nonlocal queries
-            if (
-                queries > 0
-                or timeframe != 60
-            ):
-                raise DataUnavailable(
-                    'Only a single query for 1m bars supported')
-
-            count = 0
-            while count <= 3:
-                try:
-                    array = await client.bars(
-                        symbol,
-                        since=end_dt,
-                    )
-                    count += 1
-                    queries += 1
-                    break
-                except DataThrottle:
-                    log.warning(f'kraken OHLC throttle for {symbol}')
-                    await trio.sleep(1)
-
-            start_dt = pendulum.from_timestamp(array[0]['time'])
-            end_dt = pendulum.from_timestamp(array[-1]['time'])
-            return array, start_dt, end_dt
-
-        yield get_ohlc, {'erlangs': 1, 'rate': 1}
-
-
-async def stream_quotes(
-
-    send_chan: trio.abc.SendChannel,
-    symbols: list[str],
-    feed_is_live: trio.Event,
-    loglevel: str = None,
-
-    # backend specific
-    sub_type: str = 'ohlc',
-
-    # startup sync
-    task_status: TaskStatus[tuple[dict, dict]] = trio.TASK_STATUS_IGNORED,
-
-) -> None:
-    '''
-    Subscribe for ohlc stream of quotes for ``pairs``.
-
-    ``pairs`` must be formatted <crypto_symbol>/<fiat_symbol>.
-
-    '''
-    # XXX: required to propagate ``tractor`` loglevel to piker logging
-    get_console_log(loglevel or tractor.current_actor().loglevel)
-
-    ws_pairs = {}
-    sym_infos = {}
-
-    async with open_cached_client('kraken') as client, send_chan as send_chan:
-
-        # keep client cached for real-time section
-        for sym in symbols:
-
-            # transform to upper since piker style is always lower
-            sym = sym.upper()
-            sym_info = await client.symbol_info(sym)
-            try:
-                si = Pair(**sym_info)  # validation
-            except TypeError:
-                fields_diff = set(sym_info) - set(Pair.__struct_fields__)
-                raise TypeError(
-                    f'Missing msg fields {fields_diff}'
-                )
-            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'
-            sym_infos[sym] = syminfo
-            ws_pairs[sym] = si.wsname
-
-        symbol = symbols[0].lower()
-
-        init_msgs = {
-            # pass back token, and bool, signalling if we're the writer
-            # and that history has been written
-            symbol: {
-                'symbol_info': sym_infos[sym],
-                'shm_write_opts': {'sum_tick_vml': False},
-                'fqsn': sym,
-            },
-        }
-
-        @acm
-        async def subscribe(ws: NoBsWs):
-
-            # XXX: setup subs
-            # https://docs.kraken.com/websockets/#message-subscribe
-            # specific logic for this in kraken's sync client:
-            # https://github.com/krakenfx/kraken-wsclient-py/blob/master/kraken_wsclient_py/kraken_wsclient_py.py#L188
-            ohlc_sub = {
-                'event': 'subscribe',
-                'pair': list(ws_pairs.values()),
-                'subscription': {
-                    'name': 'ohlc',
-                    'interval': 1,
-                },
-            }
-
-            # TODO: we want to eventually allow unsubs which should
-            # be completely fine to request from a separate task
-            # since internally the ws methods appear to be FIFO
-            # locked.
-            await ws.send_msg(ohlc_sub)
-
-            # trade data (aka L1)
-            l1_sub = {
-                'event': 'subscribe',
-                'pair': list(ws_pairs.values()),
-                'subscription': {
-                    'name': 'spread',
-                    # 'depth': 10}
-                },
-            }
-
-            # pull a first quote and deliver
-            await ws.send_msg(l1_sub)
-
-            yield
-
-            # unsub from all pairs on teardown
-            if ws.connected():
-                await ws.send_msg({
-                    'pair': list(ws_pairs.values()),
-                    'event': 'unsubscribe',
-                    'subscription': ['ohlc', 'spread'],
-                })
-
-                # XXX: do we need to ack the unsub?
-                # await ws.recv_msg()
-
-        # see the tips on reconnection logic:
-        # https://support.kraken.com/hc/en-us/articles/360044504011-WebSocket-API-unexpected-disconnections-from-market-data-feeds
-        ws: NoBsWs
-        async with (
-            open_autorecon_ws(
-                'wss://ws.kraken.com/',
-                fixture=subscribe,
-            ) as ws,
-            aclosing(process_data_feed_msgs(ws)) as msg_gen,
-        ):
-            # pull a first quote and deliver
-            typ, ohlc_last = await anext(msg_gen)
-            topic, quote = normalize(ohlc_last)
-
-            task_status.started((init_msgs,  quote))
-
-            # lol, only "closes" when they're margin squeezing clients ;P
-            feed_is_live.set()
-
-            # keep start of last interval for volume tracking
-            last_interval_start = ohlc_last.etime
-
-            # start streaming
-            async for typ, ohlc in msg_gen:
-
-                if typ == 'ohlc':
-
-                    # TODO: can get rid of all this by using
-                    # ``trades`` subscription...
-
-                    # generate tick values to match time & sales pane:
-                    # https://trade.kraken.com/charts/KRAKEN:BTC-USD?period=1m
-                    volume = ohlc.volume
-
-                    # new OHLC sample interval
-                    if ohlc.etime > last_interval_start:
-                        last_interval_start = ohlc.etime
-                        tick_volume = volume
-
-                    else:
-                        # this is the tick volume *within the interval*
-                        tick_volume = volume - ohlc_last.volume
-
-                    ohlc_last = ohlc
-                    last = ohlc.close
-
-                    if tick_volume:
-                        ohlc.ticks.append({
-                            'type': 'trade',
-                            'price': last,
-                            'size': tick_volume,
-                        })
-
-                    topic, quote = normalize(ohlc)
-
-                elif typ == 'l1':
-                    quote = ohlc
-                    topic = quote['symbol'].lower()
-
-                await send_chan.send({topic: quote})
-
-
-@tractor.context
-async def open_symbol_search(
-    ctx: tractor.Context,
-
-) -> Client:
-    async with open_cached_client('kraken') as client:
-
-        # load all symbols locally for fast search
-        cache = await client.cache_symbols()
-        await ctx.started(cache)
-
-        async with ctx.open_stream() as stream:
-
-            async for pattern in stream:
-
-                matches = fuzzy.extractBests(
-                    pattern,
-                    cache,
-                    score_cutoff=50,
-                )
-                # repack in dict form
-                await stream.send(
-                    {item[0]['altname']: item[0]
-                     for item in matches}
-                )

piker/clearing/__init__.py

@@ -18,9 +18,3 @@
 Market machinery for order executions, book, management.
 
 """
-from ._client import open_ems
-
-
-__all__ = [
-    'open_ems',
-]

piker/clearing/_allocate.py

@@ -22,10 +22,54 @@ from enum import Enum
 from typing import Optional
 
 from bidict import bidict
+from pydantic import BaseModel, validator
 
 from ..data._source import Symbol
-from ..data.types import Struct
-from ..pp import Position
+from ._messages import BrokerdPosition, Status
+
+
+class Position(BaseModel):
+    '''
+    Basic pp (personal position) model with attached fills history.
+
+    This type should be IPC wire ready?
+
+    '''
+    symbol: Symbol
+
+    # last size and avg entry price
+    size: float
+    avg_price: float  # TODO: contextual pricing
+
+    # ordered record of known constituent trade messages
+    fills: list[Status] = []
+
+    def update_from_msg(
+        self,
+        msg: BrokerdPosition,
+
+    ) -> None:
+
+        # XXX: better place to do this?
+        symbol = self.symbol
+
+        lot_size_digits = symbol.lot_size_digits
+        avg_price, size = (
+            round(msg['avg_price'], ndigits=symbol.tick_size_digits),
+            round(msg['size'], ndigits=lot_size_digits),
+        )
+
+        self.avg_price = avg_price
+        self.size = size
+
+    @property
+    def dsize(self) -> float:
+        '''
+        The "dollar" size of the pp, normally in trading (fiat) unit
+        terms.
+
+        '''
+        return self.avg_price * self.size
 
 
 _size_units = bidict({
@@ -40,9 +84,34 @@ SizeUnit = Enum(
 )
 
 
-class Allocator(Struct):
+class Allocator(BaseModel):
+
+    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'
+    # 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_units: dict[str, Optional[str]] = _size_units
+
+    @validator('size_unit', pre=True)
+    def maybe_lookup_key(cls, v):
+        # apply the corresponding enum key for the text "description" value
+        if v not in _size_units:
+            return _size_units.inverse[v]
+
+        assert v in _size_units
+        return v
 
     # TODO: if we ever want ot support non-uniform entry-slot-proportion
     # "sizes"
@@ -51,28 +120,6 @@ class Allocator(Struct):
     units_limit: float
     currency_limit: float
     slots: int
-    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'
-
-    @property
-    def size_unit(self) -> str:
-        return self._size_unit
-
-    @size_unit.setter
-    def size_unit(self, v: str) -> Optional[str]:
-        if v not in _size_units:
-            v = _size_units.inverse[v]
-
-        assert v in _size_units
-        self._size_unit = v
-        return v
 
     def step_sizes(
         self,
@@ -93,13 +140,10 @@ class Allocator(Struct):
         else:
             return self.units_limit
 
-    def limit_info(self) -> tuple[str, float]:
-        return self.size_unit, self.limit()
-
     def next_order_info(
         self,
 
-        # we only need a startup size for exit calcs, we can then
+        # we only need a startup size for exit calcs, we can the
         # determine how large slots should be if the initial pp size was
         # larger then the current live one, and the live one is smaller
         # then the initial config settings.
@@ -129,7 +173,7 @@ class Allocator(Struct):
             l_sub_pp = self.units_limit - abs_live_size
 
         elif size_unit == 'currency':
-            live_cost_basis = abs_live_size * live_pp.ppu
+            live_cost_basis = abs_live_size * live_pp.avg_price
             slot_size = currency_per_slot / price
             l_sub_pp = (self.currency_limit - live_cost_basis) / price
 
@@ -140,14 +184,12 @@ class Allocator(Struct):
 
         # an entry (adding-to or starting a pp)
         if (
+            action == 'buy' and live_size > 0 or
+            action == 'sell' and live_size < 0 or
             live_size == 0
-            or (action == 'buy' and live_size > 0)
-            or action == 'sell' and live_size < 0
         ):
-            order_size = min(
-                slot_size,
-                max(l_sub_pp, 0),
-            )
+
+            order_size = min(slot_size, l_sub_pp)
 
         # an exit (removing-from or going to net-zero pp)
         else:
@@ -163,7 +205,7 @@ class Allocator(Struct):
             if size_unit == 'currency':
                 # compute the "projected" limit's worth of units at the
                 # current pp (weighted) price:
-                slot_size = currency_per_slot / live_pp.ppu
+                slot_size = currency_per_slot / live_pp.avg_price
 
             else:
                 slot_size = u_per_slot
@@ -202,12 +244,7 @@ class Allocator(Struct):
         if order_size < slot_size:
             # compute a fractional slots size to display
             slots_used = self.slots_used(
-                Position(
-                    symbol=sym,
-                    size=order_size,
-                    ppu=price,
-                    bsuid=sym,
-                )
+                Position(symbol=sym, size=order_size, avg_price=price)
             )
 
         return {
@@ -234,8 +271,8 @@ class Allocator(Struct):
         abs_pp_size = abs(pp.size)
 
         if self.size_unit == 'currency':
-            # live_currency_size = size or (abs_pp_size * pp.ppu)
-            live_currency_size = abs_pp_size * pp.ppu
+            # live_currency_size = size or (abs_pp_size * pp.avg_price)
+            live_currency_size = abs_pp_size * pp.avg_price
             prop = live_currency_size / self.currency_limit
 
         else:
@@ -247,6 +284,14 @@ class Allocator(Struct):
         return round(prop * self.slots)
 
 
+_derivs = (
+    'future',
+    'continuous_future',
+    'option',
+    'futures_option',
+)
+
+
 def mk_allocator(
 
     symbol: Symbol,
@@ -255,7 +300,7 @@ 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,
@@ -273,9 +318,42 @@ def mk_allocator(
         'currency_limit': 6e3,
         'slots': 6,
     }
+
     defaults.update(user_def)
 
-    return Allocator(
+    alloc = Allocator(
         symbol=symbol,
         **defaults,
     )
+
+    asset_type = symbol.type_key
+
+    # specific configs by asset class / type
+
+    if asset_type in _derivs:
+        # since it's harder to know how currency "applies" in this case
+        # given leverage properties
+        alloc.size_unit = '# units'
+
+        # set units limit to slots size thus making make the next
+        # entry step 1.0
+        alloc.units_limit = alloc.slots
+
+    # if the current position is already greater then the limit
+    # settings, increase the limit to the current position
+    if alloc.size_unit == 'currency':
+        startup_size = startup_pp.size * startup_pp.avg_price
+
+        if startup_size > alloc.currency_limit:
+            alloc.currency_limit = round(startup_size, ndigits=2)
+
+    else:
+        startup_size = abs(startup_pp.size)
+
+        if startup_size > alloc.units_limit:
+            alloc.units_limit = startup_size
+
+            if asset_type in _derivs:
+                alloc.slots = alloc.units_limit
+
+    return alloc

piker/clearing/_client.py

@@ -18,32 +18,26 @@
 Orders and execution client API.
 
 """
-from __future__ import annotations
 from contextlib import asynccontextmanager as acm
+from typing import Dict
 from pprint import pformat
-from typing import TYPE_CHECKING
+from dataclasses import dataclass, field
 
 import trio
 import tractor
 from tractor.trionics import broadcast_receiver
 
 from ..log import get_logger
-from ..data.types import Struct
+from ._ems import _emsd_main
 from .._daemon import maybe_open_emsd
 from ._messages import Order, Cancel
-from ..brokers import get_brokermod
-
-if TYPE_CHECKING:
-    from ._messages import (
-        BrokerdPosition,
-        Status,
-    )
 
 
 log = get_logger(__name__)
 
 
-class OrderBook(Struct):
+@dataclass
+class OrderBook:
     '''EMS-client-side order book ctl and tracking.
 
     A style similar to "model-view" is used here where this api is
@@ -58,18 +52,20 @@ class OrderBook(Struct):
     # mem channels used to relay order requests to the EMS daemon
     _to_ems: trio.abc.SendChannel
     _from_order_book: trio.abc.ReceiveChannel
-    _sent_orders: dict[str, Order] = {}
+
+    _sent_orders: Dict[str, Order] = field(default_factory=dict)
+    _ready_to_receive: trio.Event = trio.Event()
 
     def send(
         self,
-        msg: Order | dict,
+        msg: Order,
 
     ) -> dict:
         self._sent_orders[msg.oid] = msg
-        self._to_ems.send_nowait(msg)
+        self._to_ems.send_nowait(msg.dict())
         return msg
 
-    def send_update(
+    def update(
         self,
 
         uuid: str,
@@ -77,8 +73,9 @@ class OrderBook(Struct):
 
     ) -> dict:
         cmd = self._sent_orders[uuid]
-        msg = cmd.copy(update=data)
-        self._sent_orders[uuid] = msg
+        msg = cmd.dict()
+        msg.update(data)
+        self._sent_orders[uuid] = Order(**msg)
         self._to_ems.send_nowait(msg)
         return cmd
 
@@ -86,18 +83,12 @@ class OrderBook(Struct):
         """Cancel an order (or alert) in the EMS.
 
         """
-        cmd = self._sent_orders.get(uuid)
-        if not cmd:
-            log.error(
-                f'Unknown order {uuid}!?\n'
-                f'Maybe there is a stale entry or line?\n'
-                f'You should report this as a bug!'
-            )
+        cmd = self._sent_orders[uuid]
         msg = Cancel(
             oid=uuid,
             symbol=cmd.symbol,
         )
-        self._to_ems.send_nowait(msg)
+        self._to_ems.send_nowait(msg.dict())
 
 
 _orders: OrderBook = None
@@ -158,35 +149,21 @@ 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:
-            sym = cmd.symbol
-            msg = pformat(cmd)
-            if sym == symbol_key:
-                log.info(f'Send order cmd:\n{msg}')
+            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)
-            else:
-                log.warning(
-                    f'Ignoring unmatched order cmd for {sym} != {symbol_key}:'
-                    f'\n{msg}'
-                )
 
 
 @acm
 async def open_ems(
     fqsn: str,
-    mode: str = 'live',
 
-) -> tuple[
+) -> (
     OrderBook,
     tractor.MsgStream,
-    dict[
-        # brokername, acctid
-        tuple[str, str],
-        list[BrokerdPosition],
-    ],
-    list[str],
-    dict[str, Status],
-]:
+    dict,
+):
     '''
     Spawn an EMS daemon and begin sending orders and receiving
     alerts.
@@ -229,35 +206,18 @@ async def open_ems(
 
     async with maybe_open_emsd(broker) as portal:
 
-        mod = get_brokermod(broker)
-        if (
-            not getattr(mod, 'trades_dialogue', None)
-            or mode == 'paper'
-        ):
-            mode = 'paper'
-
-        from ._ems import _emsd_main
         async with (
             # connect to emsd
             portal.open_context(
 
                 _emsd_main,
                 fqsn=fqsn,
-                exec_mode=mode,
 
-            ) as (
-                ctx,
-                (
-                    positions,
-                    accounts,
-                    dialogs,
-                )
-            ),
+            ) as (ctx, (positions, accounts)),
 
             # open 2-way trade command stream
             ctx.open_stream() as trades_stream,
         ):
-            # start sync code order msg delivery task
             async with trio.open_nursery() as n:
                 n.start_soon(
                     relay_order_cmds_from_sync_code,
@@ -265,10 +225,4 @@ async def open_ems(
                     trades_stream
                 )
 
-                yield (
-                    book,
-                    trades_stream,
-                    positions,
-                    accounts,
-                    dialogs,
-                )
+                yield book, trades_stream, positions, accounts

piker/clearing/_messages.py

@@ -1,5 +1,5 @@
 # piker: trading gear for hackers
-# Copyright (C) Tyler Goodlet (in stewardship for pikers)
+# Copyright (C) Tyler Goodlet (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
@@ -15,162 +15,108 @@
 # along with this program.  If not, see <https://www.gnu.org/licenses/>.
 
 """
-Clearing sub-system message and protocols.
+Clearing system messagingn types and protocols.
 
 """
-# from collections import (
-#     ChainMap,
-#     deque,
-# )
-from typing import (
-    Optional,
-    Literal,
-)
+from typing import Optional, Union
 
-from msgspec import field
+# 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: a composite for tracking msg flow on 2-legged
-# dialogs.
-# class Dialog(ChainMap):
-#     '''
-#     Msg collection abstraction to easily track the state changes of
-#     a msg flow in one high level, query-able and immutable construct.
-
-#     The main use case is to query data from a (long-running)
-#     msg-transaction-sequence
-
-
-#     '''
-#     def update(
-#         self,
-#         msg,
-#     ) -> None:
-#         self.maps.insert(0, msg.to_dict())
-
-#     def flatten(self) -> dict:
-#         return dict(self)
-
-
-# TODO: ``msgspec`` stuff worth paying attention to:
-# - schema evolution:
-# https://jcristharif.com/msgspec/usage.html#schema-evolution
-# - for eg. ``BrokerdStatus``, instead just have separate messages?
-# - use literals for a common msg determined by diff keys?
-#   - https://jcristharif.com/msgspec/usage.html#literal
-
-# --------------
 # Client -> emsd
-# --------------
-
-class Order(Struct):
-
-    # TODO: ideally we can combine these 2 fields into
-    # 1 and just use the size polarity to determine a buy/sell.
-    # i would like to see this become more like
-    # https://jcristharif.com/msgspec/usage.html#literal
-    # action: Literal[
-    #     'live',
-    #     'dark',
-    #     'alert',
-    # ]
-
-    action: Literal[
-        'buy',
-        'sell',
-        'alert',
-    ]
-    # determines whether the create execution
-    # will be submitted to the ems or directly to
-    # the backend broker
-    exec_mode: Literal[
-        'dark',
-        'live',
-        # 'paper',  no right?
-    ]
-
-    # internal ``emdsd`` unique "order id"
-    oid: str  # uuid4
-    symbol: str | Symbol
-    account: str  # should we set a default as '' ?
-
-    price: float
-    size: float  # -ve is "sell", +ve is "buy"
-
-    brokers: Optional[list[str]] = []
 
 
-class Cancel(Struct):
-    '''
-    Cancel msg for removing a dark (ems triggered) or
+class Cancel(BaseModel):
+    '''Cancel msg for removing a dark (ems triggered) or
     broker-submitted (live) trigger/order.
 
     '''
+    action: str = 'cancel'
     oid: str  # uuid4
     symbol: str
-    action: str = 'cancel'
 
 
-# --------------
+class Order(BaseModel):
+
+    action: str  # {'buy', 'sell', 'alert'}
+    # internal ``emdsd`` unique "order id"
+    oid: str  # uuid4
+    symbol: Union[str, Symbol]
+    account: str  # should we set a default as '' ?
+
+    price: float
+    size: float
+    brokers: list[str]
+
+    # Assigned once initial ack is received
+    # ack_time_ns: Optional[int] = None
+
+    # determines whether the create execution
+    # will be submitted to the ems or directly to
+    # 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):
 
-    time_ns: int
-    oid: str  # uuid4 ems-order dialog id
-
-    resp: Literal[
-      'pending',  # acked by broker but not yet open
-      'open',
-      'dark_open',  # dark/algo triggered order is open in ems clearing loop
-      'triggered',  # above triggered order sent to brokerd, or an alert closed
-      'closed',  # fully cleared all size/units
-      'fill',  # partial execution
-      'canceled',
-      'error',
-    ]
+class Status(BaseModel):
 
     name: str = 'status'
+    oid: str  # uuid4
+    time_ns: int
+
+    # {
+    #   'dark_submitted',
+    #   'dark_cancelled',
+    #   'dark_triggered',
+
+    #   'broker_submitted',
+    #   'broker_cancelled',
+    #   'broker_executed',
+    #   'broker_filled',
+    #   'broker_errored',
+
+    #   'alert_submitted',
+    #   'alert_triggered',
+
+    # }
+    resp: str  # "response", see above
+
+    # symbol: str
+
+    # trigger info
+    trigger_price: Optional[float] = None
+    # price: float
+
+    # broker: Optional[str] = None
 
     # this maps normally to the ``BrokerdOrder.reqid`` below, an id
     # normally allocated internally by the backend broker routing system
-    reqid: Optional[int | str] = None
+    broker_reqid: Optional[Union[int, str]] = None
 
-    # the (last) source order/request msg if provided
-    # (eg. the Order/Cancel which causes this msg) and
-    # acts as a back-reference to the corresponding
-    # request message which was the source of this msg.
-    req: Order | None = None
-
-    # XXX: better design/name here?
-    # flag that can be set to indicate a message for an order
-    # event that wasn't originated by piker's emsd (eg. some external
-    # trading system which does it's own order control but that you
-    # might want to "track" using piker UIs/systems).
-    src: Optional[str] = None
-
-    # set when a cancel request msg was set for this order flow dialog
-    # but the brokerd dialog isn't yet in a cancelled state.
-    cancel_called: bool = False
-
-    # for relaying a boxed brokerd-dialog-side msg data "through" the
-    # ems layer to clients.
+    # for relaying backend msg data "through" the ems layer
     brokerd_msg: dict = {}
 
 
-# ---------------
 # emsd -> brokerd
-# ---------------
 # requests *sent* from ems to respective backend broker daemon
 
-class BrokerdCancel(Struct):
+class BrokerdCancel(BaseModel):
 
+    action: str = 'cancel'
     oid: str  # piker emsd order id
     time_ns: int
 
@@ -181,39 +127,34 @@ class BrokerdCancel(Struct):
     # for setting a unique order id then this value will be relayed back
     # on the emsd order request stream as the ``BrokerdOrderAck.reqid``
     # field
-    reqid: Optional[int | str] = None
-    action: str = 'cancel'
+    reqid: Optional[Union[int, str]] = None
 
 
-class BrokerdOrder(Struct):
+class BrokerdOrder(BaseModel):
 
+    action: str  # {buy, sell}
     oid: str
     account: str
     time_ns: int
 
-    symbol: str  # fqsn
-    price: float
-    size: float
-
-    # TODO: if we instead rely on a +ve/-ve size to determine
-    # the action we more or less don't need this field right?
-    action: str = ''  # {buy, sell}
-
     # "broker request id": broker specific/internal order id if this is
     # None, creates a new order otherwise if the id is valid the backend
     # api must modify the existing matching order. If the broker allows
     # for setting a unique order id then this value will be relayed back
     # on the emsd order request stream as the ``BrokerdOrderAck.reqid``
     # field
-    reqid: Optional[int | str] = None
+    reqid: Optional[Union[int, str]] = None
+
+    symbol: str  # symbol.<providername> ?
+    price: float
+    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
@@ -221,93 +162,102 @@ class BrokerdOrderAck(Struct):
     ``.oid`` (which is a uuid4).
 
     '''
+    name: str = 'ack'
 
     # defined and provided by backend
-    reqid: int | str
+    reqid: Union[int, str]
 
     # emsd id originally sent in matching request msg
     oid: str
     account: str = ''
-    name: str = 'ack'
 
 
-class BrokerdStatus(Struct):
+class BrokerdStatus(BaseModel):
 
-    reqid: int | str
-    time_ns: int
-    status: Literal[
-        'open',
-        'canceled',
-        'fill',
-        'pending',
-        'error',
-    ]
-
-    account: str
     name: str = 'status'
+    reqid: Union[int, str]
+    time_ns: int
+
+    # XXX: should be best effort set for every update
+    account: str = ''
+
+    # {
+    #   'submitted',
+    #   'cancelled',
+    #   'filled',
+    # }
+    status: str
+
     filled: float = 0.0
     reason: str = ''
     remaining: float = 0.0
 
-    # external: bool = False
+    # XXX: better design/name here?
+    # flag that can be set to indicate a message for an order
+    # event that wasn't originated by piker's emsd (eg. some external
+    # trading system which does it's own order control but that you
+    # might want to "track" using piker UIs/systems).
+    external: bool = False
 
     # XXX: not required schema as of yet
-    broker_details: dict = field(default_factory=lambda: {
+    broker_details: dict = {
         'name': '',
-    })
+    }
 
 
-class BrokerdFill(Struct):
+class BrokerdFill(BaseModel):
     '''
     A single message indicating a "fill-details" event from the broker
     if avaiable.
 
     '''
+    name: str = 'fill'
+    reqid: Union[int, str]
+    time_ns: int
+
+    # order exeuction related
+    action: str
+    size: float
+    price: float
+
+    broker_details: dict = {}  # meta-data (eg. commisions etc.)
+
     # brokerd timestamp required for order mode arrow placement on x-axis
+
     # TODO: maybe int if we force ns?
     # we need to normalize this somehow since backends will use their
     # own format and likely across many disparate epoch clocks...
     broker_time: float
-    reqid: int | str
-    time_ns: int
-
-    # order exeuction related
-    size: float
-    price: float
-
-    name: str = 'fill'
-    action: Optional[str] = None
-    broker_details: dict = {}  # meta-data (eg. commisions etc.)
 
 
-class BrokerdError(Struct):
+class BrokerdError(BaseModel):
     '''
     Optional error type that can be relayed to emsd for error handling.
 
     This is still a TODO thing since we're not sure how to employ it yet.
 
     '''
+    name: str = 'error'
     oid: str
-    symbol: str
-    reason: str
 
     # if no brokerd order request was actually submitted (eg. we errored
     # at the ``pikerd`` layer) then there will be ``reqid`` allocated.
-    reqid: Optional[int | str] = None
+    reqid: Optional[Union[int, str]] = None
 
-    name: str = 'error'
+    symbol: str
+    reason: str
     broker_details: dict = {}
 
 
-class BrokerdPosition(Struct):
+class BrokerdPosition(BaseModel):
     '''Position update event from brokerd.
 
     '''
+    name: str = 'position'
 
     broker: str
     account: str
     symbol: str
+    currency: str
     size: float
     avg_price: float
-    currency: str = ''
-    name: str = 'position'

piker/clearing/_paper_engine.py

@@ -18,71 +18,54 @@
 Fake trading for forward testing.
 
 """
-from collections import defaultdict
 from contextlib import asynccontextmanager
 from datetime import datetime
 from operator import itemgetter
-import itertools
 import time
-from typing import (
-    Any,
-    Optional,
-    Callable,
-)
+from typing import Tuple, Optional, Callable
 import uuid
 
 from bidict import bidict
-import pendulum
 import trio
 import tractor
+from dataclasses import dataclass
 
 from .. import data
-from ..data._source import Symbol
-from ..data.types import Struct
-from ..pp import (
-    Position,
-    Transaction,
-)
 from ..data._normalize import iterticks
 from ..data._source import unpack_fqsn
 from ..log import get_logger
 from ._messages import (
-    BrokerdCancel,
-    BrokerdOrder,
-    BrokerdOrderAck,
-    BrokerdStatus,
-    BrokerdFill,
-    BrokerdPosition,
-    BrokerdError,
+    BrokerdCancel, BrokerdOrder, BrokerdOrderAck, BrokerdStatus,
+    BrokerdFill, BrokerdPosition, BrokerdError
 )
 
 
 log = get_logger(__name__)
 
 
-class PaperBoi(Struct):
-    '''
-    Emulates a broker order client providing approximately the same API
-    and delivering an order-event response stream but with methods for
+@dataclass
+class PaperBoi:
+    """
+    Emulates a broker order client providing the same API and
+    delivering an order-event response stream but with methods for
     triggering desired events based on forward testing engine
-    requirements (eg open, closed, fill msgs).
+    requirements.
 
-    '''
+    """
     broker: str
 
     ems_trades_stream: tractor.MsgStream
 
     # map of paper "live" orders which be used
     # to simulate fills based on paper engine settings
-    _buys: defaultdict[str, bidict]
-    _sells: defaultdict[str, bidict]
+    _buys: bidict
+    _sells: bidict
     _reqids: bidict
-    _positions: dict[str, Position]
-    _trade_ledger: dict[str, Any]
+    _positions: dict[str, BrokerdPosition]
 
     # init edge case L1 spread
-    last_ask: tuple[float, float] = (float('inf'), 0)  # price, size
-    last_bid: tuple[float, float] = (0, 0)
+    last_ask: Tuple[float, float] = (float('inf'), 0)  # price, size
+    last_bid: Tuple[float, float] = (0, 0)
 
     async def submit_limit(
         self,
@@ -92,24 +75,27 @@ class PaperBoi(Struct):
         action: str,
         size: float,
         reqid: Optional[str],
-
     ) -> int:
-        '''
-        Place an order and return integer request id provided by client.
+        """Place an order and return integer request id provided by client.
+
+        """
+        is_modify: bool = False
+        if reqid is None:
+            reqid = str(uuid.uuid4())
+
+        else:
+            # order is already existing, this is a modify
+            (oid, symbol, action, old_price) = self._reqids[reqid]
+            assert old_price != price
+            is_modify = True
+
+        # register order internally
+        self._reqids[reqid] = (oid, symbol, action, price)
 
-        '''
         if action == 'alert':
             # bypass all fill simulation
             return reqid
 
-        entry = self._reqids.get(reqid)
-        if entry:
-            # order is already existing, this is a modify
-            (oid, symbol, action, old_price) = entry
-        else:
-            # register order internally
-            self._reqids[reqid] = (oid, symbol, action, price)
-
         # TODO: net latency model
         # we checkpoint here quickly particulalry
         # for dark orders since we want the dark_executed
@@ -121,18 +107,15 @@ class PaperBoi(Struct):
             size = -size
 
         msg = BrokerdStatus(
-            status='open',
-            # account=f'paper_{self.broker}',
-            account='paper',
+            status='submitted',
             reqid=reqid,
+            broker=self.broker,
             time_ns=time.time_ns(),
             filled=0.0,
             reason='paper_trigger',
             remaining=size,
-
-            broker_details={'name': 'paperboi'},
         )
-        await self.ems_trades_stream.send(msg)
+        await self.ems_trades_stream.send(msg.dict())
 
         # if we're already a clearing price simulate an immediate fill
         if (
@@ -140,28 +123,28 @@ class PaperBoi(Struct):
             ) or (
             action == 'sell' and (clear_price := self.last_bid[0]) >= price
         ):
-            await self.fake_fill(
-                symbol,
-                clear_price,
-                size,
-                action,
-                reqid,
-                oid,
-            )
+            await self.fake_fill(symbol, clear_price, size, action, reqid, oid)
 
-        # register this submissions as a paper live order
         else:
-            # set the simulated order in the respective table for lookup
-            # and trigger by the simulated clearing task normally
-            # running ``simulate_fills()``.
+            # register this submissions as a paper live order
+
+            # submit order to book simulation fill loop
             if action == 'buy':
                 orders = self._buys
 
             elif action == 'sell':
                 orders = self._sells
 
-            # {symbol -> bidict[oid, (<price data>)]}
-            orders[symbol][oid] = (price, size, reqid, action)
+            # set the simulated order in the respective table for lookup
+            # and trigger by the simulated clearing task normally
+            # running ``simulate_fills()``.
+
+            if is_modify:
+                # remove any existing order for the old price
+                orders[symbol].pop((oid, old_price))
+
+            # buys/sells: (symbol  -> (price -> order))
+            orders.setdefault(symbol, {})[(oid, price)] = (size, reqid, action)
 
         return reqid
 
@@ -174,26 +157,26 @@ class PaperBoi(Struct):
         oid, symbol, action, price = self._reqids[reqid]
 
         if action == 'buy':
-            self._buys[symbol].pop(oid, None)
+            self._buys[symbol].pop((oid, price))
         elif action == 'sell':
-            self._sells[symbol].pop(oid, None)
+            self._sells[symbol].pop((oid, price))
 
         # TODO: net latency model
         await trio.sleep(0.05)
 
         msg = BrokerdStatus(
-            status='canceled',
-            account='paper',
+            status='cancelled',
+            oid=oid,
             reqid=reqid,
+            broker=self.broker,
             time_ns=time.time_ns(),
-            broker_details={'name': 'paperboi'},
         )
-        await self.ems_trades_stream.send(msg)
+        await self.ems_trades_stream.send(msg.dict())
 
     async def fake_fill(
         self,
 
-        fqsn: str,
+        symbol: str,
         price: float,
         size: float,
         action: str,  # one of {'buy', 'sell'}
@@ -207,21 +190,21 @@ class PaperBoi(Struct):
         remaining: float = 0,
 
     ) -> None:
-        '''
-        Pretend to fill a broker order @ price and size.
+        """Pretend to fill a broker order @ price and size.
 
-        '''
+        """
         # TODO: net latency model
         await trio.sleep(0.05)
-        fill_time_ns = time.time_ns()
-        fill_time_s = time.time()
 
-        fill_msg = BrokerdFill(
+        msg = BrokerdFill(
+
             reqid=reqid,
-            time_ns=fill_time_ns,
+            time_ns=time.time_ns(),
+
             action=action,
             size=size,
             price=price,
+
             broker_time=datetime.now().timestamp(),
             broker_details={
                 'paper_info': {
@@ -231,67 +214,79 @@ class PaperBoi(Struct):
                 'name': self.broker + '_paper',
             },
         )
-        log.info(f'Fake filling order:\n{fill_msg}')
-        await self.ems_trades_stream.send(fill_msg)
-
-        self._trade_ledger.update(fill_msg.to_dict())
+        await self.ems_trades_stream.send(msg.dict())
 
         if order_complete:
+
             msg = BrokerdStatus(
+
                 reqid=reqid,
                 time_ns=time.time_ns(),
-                # account=f'paper_{self.broker}',
-                account='paper',
-                status='closed',
+
+                status='filled',
                 filled=size,
                 remaining=0 if order_complete else remaining,
-            )
-            await self.ems_trades_stream.send(msg)
 
-        # lookup any existing position
-        key = fqsn.rstrip(f'.{self.broker}')
-        pp = self._positions.setdefault(
-            fqsn,
-            Position(
-                Symbol(
-                    key=key,
-                    broker_info={self.broker: {}},
-                ),
-                size=size,
-                ppu=price,
-                bsuid=key,
-            )
-        )
-        t = Transaction(
-            fqsn=fqsn,
-            tid=oid,
+                action=action,
                 size=size,
                 price=price,
-            cost=0,  # TODO: cost model
-            dt=pendulum.from_timestamp(fill_time_s),
-            bsuid=key,
-        )
-        pp.add_clear(t)
 
-        pp_msg = BrokerdPosition(
+                broker_details={
+                    'paper_info': {
+                        'oid': oid,
+                    },
+                    'name': self.broker,
+                },
+            )
+            await self.ems_trades_stream.send(msg.dict())
+
+        # lookup any existing position
+        token = f'{symbol}.{self.broker}'
+        pp_msg = self._positions.setdefault(
+            token,
+            BrokerdPosition(
                 broker=self.broker,
                 account='paper',
-            symbol=fqsn,
+                symbol=symbol,
                 # TODO: we need to look up the asset currency from
                 # broker info. i guess for crypto this can be
                 # inferred from the pair?
                 currency='',
-            size=pp.size,
-            avg_price=pp.ppu,
+                size=0.0,
+                avg_price=0,
+            )
         )
 
-        await self.ems_trades_stream.send(pp_msg)
+        # "avg position price" calcs
+        # TODO: eventually it'd be nice to have a small set of routines
+        # to do this stuff from a sequence of cleared orders to enable
+        # so called "contextual positions".
+        new_size = size + pp_msg.size
+
+        # old size minus the new size gives us size differential with
+        # +ve -> increase in pp size
+        # -ve -> decrease in pp size
+        size_diff = abs(new_size) - abs(pp_msg.size)
+
+        if new_size == 0:
+            pp_msg.avg_price = 0
+
+        elif size_diff > 0:
+            # only update the "average position price" when the position
+            # size increases not when it decreases (i.e. the position is
+            # being made smaller)
+            pp_msg.avg_price = (
+                abs(size) * price + pp_msg.avg_price * abs(pp_msg.size)
+            ) / abs(new_size)
+
+        pp_msg.size = new_size
+
+        await self.ems_trades_stream.send(pp_msg.dict())
 
 
 async def simulate_fills(
-    quote_stream: tractor.MsgStream,  # noqa
+    quote_stream: 'tractor.ReceiveStream',  # noqa
     client: PaperBoi,
-
 ) -> None:
 
     # TODO: more machinery to better simulate real-world market things:
@@ -311,116 +306,61 @@ async def simulate_fills(
 
     # this stream may eventually contain multiple symbols
     async for quotes in quote_stream:
+
         for sym, quote in quotes.items():
+
             for tick in iterticks(
                 quote,
                 # dark order price filter(s)
                 types=('ask', 'bid', 'trade', 'last')
             ):
-                tick_price = tick['price']
+                # print(tick)
+                tick_price = tick.get('price')
+                ttype = tick['type']
 
-                buys: bidict[str, tuple] = client._buys[sym]
-                iter_buys = reversed(sorted(
-                    buys.values(),
-                    key=itemgetter(0),
-                ))
+                if ttype in ('ask',):
 
-                def buy_on_ask(our_price):
-                    return tick_price <= our_price
-
-                sells: bidict[str, tuple] = client._sells[sym]
-                iter_sells = sorted(
-                    sells.values(),
-                    key=itemgetter(0)
-                )
-
-                def sell_on_bid(our_price):
-                    return tick_price >= our_price
-
-                match tick:
-
-                    # on an ask queue tick, only clear buy entries
-                    case {
-                        'price': tick_price,
-                        'type': 'ask',
-                    }:
                     client.last_ask = (
                         tick_price,
                         tick.get('size', client.last_ask[1]),
                     )
 
-                        iter_entries = zip(
-                            iter_buys,
-                            itertools.repeat(buy_on_ask)
-                        )
+                    orders = client._buys.get(sym, {})
+
+                    book_sequence = reversed(
+                        sorted(orders.keys(), key=itemgetter(1)))
+
+                    def pred(our_price):
+                        return tick_price < our_price
+
+                elif ttype in ('bid',):
 
-                    # on a bid queue tick, only clear sell entries
-                    case {
-                        'price': tick_price,
-                        'type': 'bid',
-                    }:
                     client.last_bid = (
                         tick_price,
                         tick.get('size', client.last_bid[1]),
                     )
 
-                        iter_entries = zip(
-                            iter_sells,
-                            itertools.repeat(sell_on_bid)
-                        )
+                    orders = client._sells.get(sym, {})
+                    book_sequence = sorted(orders.keys(), key=itemgetter(1))
 
-                    # TODO: fix this block, though it definitely
-                    # costs a lot more CPU-wise
-                    # - doesn't seem like clears are happening still on
-                    #   "resting" limit orders?
-                    case {
-                        'price': tick_price,
-                        'type': ('trade' | 'last'),
-                    }:
-                        # in the clearing price / last price case we
-                        # want to iterate both sides of our book for
-                        # clears since we don't know which direction the
-                        # price is going to move (especially with HFT)
-                        # and thus we simply interleave both sides (buys
-                        # and sells) until one side clears and then
-                        # break until the next tick?
-                        def interleave():
-                            for pair in zip(
-                                iter_buys,
-                                iter_sells,
-                            ):
-                                for order_info, pred in zip(
-                                    pair,
-                                    itertools.cycle([buy_on_ask, sell_on_bid]),
-                                ):
-                                    yield order_info, pred
+                    def pred(our_price):
+                        return tick_price > our_price
 
-                        iter_entries = interleave()
-
-                    # NOTE: all other (non-clearable) tick event types
-                    # - we don't want to sping the simulated clear loop
-                    # below unecessarily and further don't want to pop
-                    # simulated live orders prematurely.
-                    case _:
+                elif ttype in ('trade', 'last'):
+                    # TODO: simulate actual book queues and our orders
+                    # place in it, might require full L2 data?
                     continue
 
-                # iterate all potentially clearable book prices
-                # in FIFO order per side.
-                for order_info, pred in iter_entries:
-                    (our_price, size, reqid, action) = order_info
+                # iterate book prices descending
+                for oid, our_price in book_sequence:
+                    if pred(our_price):
 
-                    # print(order_info)
-                    clearable = pred(our_price)
-                    if clearable:
-                        # pop and retreive order info
-                        oid = {
-                            'buy': buys,
-                            'sell': sells
-                        }[action].inverse.pop(order_info)
+                        # retreive order info
+                        (size, reqid, action) = orders.pop((oid, our_price))
 
                         # clearing price would have filled entirely
                         await client.fake_fill(
-                            fqsn=sym,
+                            symbol=sym,
                             # todo slippage to determine fill price
                             price=tick_price,
                             size=size,
@@ -428,6 +368,9 @@ async def simulate_fills(
                             reqid=reqid,
                             oid=oid,
                         )
+                    else:
+                        # prices are iterated in sorted order so we're done
+                        break
 
 
 async def handle_order_requests(
@@ -437,83 +380,68 @@ async def handle_order_requests(
 
 ) -> None:
 
-    request_msg: dict
+    # order_request: dict
     async for request_msg in ems_order_stream:
-        match request_msg:
-            case {'action': ('buy' | 'sell')}:
-                order = BrokerdOrder(**request_msg)
-                account = order.account
 
-                # error on bad inputs
-                reason = None
+        action = request_msg['action']
+
+        if action in {'buy', 'sell'}:
+
+            account = request_msg['account']
             if account != 'paper':
-                    reason = f'No account found:`{account}` (paper only)?'
-
-                elif order.size == 0:
-                    reason = 'Invalid size: 0'
-
-                if reason:
-                    log.error(reason)
+                log.error(
+                    'This is a paper account, only a `paper` selection is valid'
+                )
                 await ems_order_stream.send(BrokerdError(
-                        oid=order.oid,
-                        symbol=order.symbol,
-                        reason=reason,
-                    ))
+                    oid=request_msg['oid'],
+                    symbol=request_msg['symbol'],
+                    reason=f'Paper only. No account found: `{account}` ?',
+                ).dict())
                 continue
 
-                reqid = order.reqid or str(uuid.uuid4())
-
-                # deliver ack that order has been submitted to broker routing
-                await ems_order_stream.send(
-                    BrokerdOrderAck(
-                        oid=order.oid,
-                        reqid=reqid,
-                    )
-                )
+            # validate
+            order = BrokerdOrder(**request_msg)
 
             # call our client api to submit the order
             reqid = await client.submit_limit(
+
                 oid=order.oid,
-                    symbol=f'{order.symbol}.{client.broker}',
+                symbol=order.symbol,
                 price=order.price,
                 action=order.action,
                 size=order.size,
+
                 # XXX: by default 0 tells ``ib_insync`` methods that
                 # there is no existing order so ask the client to create
                 # a new one (which it seems to do by allocating an int
                 # counter - collision prone..)
-                    reqid=reqid,
+                reqid=order.reqid,
             )
-                log.info(f'Submitted paper LIMIT {reqid}:\n{order}')
 
-            case {'action': 'cancel'}:
+            # deliver ack that order has been submitted to broker routing
+            await ems_order_stream.send(
+                BrokerdOrderAck(
+
+                    # ems order request id
+                    oid=order.oid,
+
+                    # broker specific request id
+                    reqid=reqid,
+
+                ).dict()
+            )
+
+        elif action == 'cancel':
             msg = BrokerdCancel(**request_msg)
+
             await client.submit_cancel(
                 reqid=msg.reqid
             )
 
-            case _:
+        else:
             log.error(f'Unknown order command: {request_msg}')
 
 
-_reqids: bidict[str, tuple] = {}
-_buys: defaultdict[
-    str,  # symbol
-    bidict[
-        str,  # oid
-        tuple[float, float, str, str],  # order info
-    ]
-] = defaultdict(bidict)
-_sells: defaultdict[
-    str,  # symbol
-    bidict[
-        str,  # oid
-        tuple[float, float, str, str],  # order info
-    ]
-] = defaultdict(bidict)
-_positions: dict[str, Position] = {}
-
-
 @tractor.context
 async def trades_dialogue(
 
@@ -523,62 +451,42 @@ async def trades_dialogue(
     loglevel: str = None,
 
 ) -> None:
-
     tractor.log.get_console_log(loglevel)
 
     async with (
+
         data.open_feed(
             [fqsn],
             loglevel=loglevel,
         ) as feed,
 
     ):
-        pp_msgs: list[BrokerdPosition] = []
-        pos: Position
-        token: str  # f'{symbol}.{self.broker}'
-        for token, pos in _positions.items():
-            pp_msgs.append(BrokerdPosition(
-                broker=broker,
-                account='paper',
-                symbol=pos.symbol.front_fqsn(),
-                size=pos.size,
-                avg_price=pos.ppu,
-            ))
-
         # TODO: load paper positions per broker from .toml config file
         # and pass as symbol to position data mapping: ``dict[str, dict]``
-        await ctx.started((
-            pp_msgs,
-            ['paper'],
-        ))
+        # await ctx.started(all_positions)
+        await ctx.started(({}, {'paper',}))
 
         async with (
             ctx.open_stream() as ems_stream,
             trio.open_nursery() as n,
         ):
+
             client = PaperBoi(
                 broker,
                 ems_stream,
-                _buys=_buys,
-                _sells=_sells,
+                _buys={},
+                _sells={},
 
-                _reqids=_reqids,
+                _reqids={},
 
                 # TODO: load paper positions from ``positions.toml``
-                _positions=_positions,
-
-                # TODO: load postions from ledger file
-                _trade_ledger={},
+                _positions={},
             )
 
-            n.start_soon(
-                handle_order_requests,
-                client,
-                ems_stream,
-            )
+            n.start_soon(handle_order_requests, client, ems_stream)
 
             # paper engine simulator clearing task
-            await simulate_fills(feed.streams[broker], client)
+            await simulate_fills(feed.stream, client)
 
 
 @asynccontextmanager
@@ -603,7 +511,6 @@ async def open_paperboi(
         # (we likely don't need more then one proc for basic
         # simulated order clearing)
         if portal is None:
-            log.info('Starting new paper-engine actor')
             portal = await tn.start_actor(
                 service_name,
                 enable_modules=[__name__]
@@ -616,4 +523,5 @@ async def open_paperboi(
                 loglevel=loglevel,
 
         ) as (ctx, first):
+
             yield ctx, first

piker/cli/__init__.py

@@ -27,35 +27,25 @@ import tractor
 
 from ..log import get_console_log, get_logger, colorize_json
 from ..brokers import get_brokermod
-from .._daemon import (
-    _default_registry_host,
-    _default_registry_port,
-)
+from .._daemon import _tractor_kwargs
 from .. import config
 
 
 log = get_logger('cli')
+DEFAULT_BROKER = 'questrade'
 
 
 @click.command()
 @click.option('--loglevel', '-l', default='warning', help='Logging level')
 @click.option('--tl', is_flag=True, help='Enable tractor logging')
 @click.option('--pdb', is_flag=True, help='Enable tractor debug mode')
-@click.option('--host', '-h', default=None, help='Host addr to bind')
-@click.option('--port', '-p', default=None, help='Port number to bind')
+@click.option('--host', '-h', default='127.0.0.1', help='Host address to bind')
 @click.option(
     '--tsdb',
     is_flag=True,
     help='Enable local ``marketstore`` instance'
 )
-def pikerd(
-    loglevel: str,
-    host: str,
-    port: int,
-    tl: bool,
-    pdb: bool,
-    tsdb: bool,
-):
+def pikerd(loglevel, host, tl, pdb, tsdb):
     '''
     Spawn the piker broker-daemon.
 
@@ -72,21 +62,12 @@ def pikerd(
             "\n"
         ))
 
-    reg_addr: None | tuple[str, int] = None
-    if host or port:
-        reg_addr = (
-            host or _default_registry_host,
-            int(port) or _default_registry_port,
-        )
-
     async def main():
 
         async with (
             open_pikerd(
                 loglevel=loglevel,
                 debug_mode=pdb,
-                registry_addr=reg_addr,
-
             ),  # normally delivers a ``Services`` handle
             trio.open_nursery() as n,
         ):
@@ -102,9 +83,9 @@ def pikerd(
 
                 )
                 log.info(
-                    f'`marketstored` up!\n'
-                    f'pid: {pid}\n'
-                    f'container id: {cid[:12]}\n'
+                    f'`marketstore` up!\n'
+                    f'`marketstored` pid: {pid}\n'
+                    f'docker container id: {cid}\n'
                     f'config: {pformat(config)}'
                 )
 
@@ -116,46 +97,25 @@ def pikerd(
 @click.group(context_settings=config._context_defaults)
 @click.option(
     '--brokers', '-b',
-    default=None,
+    default=[DEFAULT_BROKER],
     multiple=True,
     help='Broker backend to use'
 )
 @click.option('--loglevel', '-l', default='warning', help='Logging level')
 @click.option('--tl', is_flag=True, help='Enable tractor logging')
 @click.option('--configdir', '-c', help='Configuration directory')
-@click.option('--host', '-h', default=None, help='Host addr to bind')
-@click.option('--port', '-p', default=None, help='Port number to bind')
 @click.pass_context
-def cli(
-    ctx: click.Context,
-    brokers: list[str],
-    loglevel: str,
-    tl: bool,
-    configdir: str,
-    host: str,
-    port: int,
-
-) -> None:
+def cli(ctx, brokers, loglevel, tl, configdir):
     if configdir is not None:
         assert os.path.isdir(configdir), f"`{configdir}` is not a valid path"
         config._override_config_dir(configdir)
 
     ctx.ensure_object(dict)
 
-    if not brokers:
-        # (try to) load all (supposedly) supported data/broker backends
-        from piker.brokers import __brokers__
-        brokers = __brokers__
-
+    if len(brokers) == 1:
+        brokermods = [get_brokermod(brokers[0])]
+    else:
         brokermods = [get_brokermod(broker) for broker in brokers]
-    assert brokermods
-
-    reg_addr: None | tuple[str, int] = None
-    if host or port:
-        reg_addr = (
-            host or _default_registry_host,
-            int(port) or _default_registry_port,
-        )
 
     ctx.obj.update({
         'brokers': brokers,
@@ -165,7 +125,6 @@ def cli(
         'log': get_console_log(loglevel),
         'confdir': config._config_dir,
         'wl_path': config._watchlists_data_path,
-        'registry_addr': reg_addr,
     })
 
     # allow enabling same loglevel in ``tractor`` machinery
@@ -175,40 +134,29 @@ def cli(
 
 @cli.command()
 @click.option('--tl', is_flag=True, help='Enable tractor logging')
-@click.argument('ports', nargs=-1, required=False)
+@click.argument('names', nargs=-1, required=False)
 @click.pass_obj
-def services(config, tl, ports):
-
-    from .._daemon import (
-        open_piker_runtime,
-        _default_registry_port,
-        _default_registry_host,
-    )
-
-    host = _default_registry_host
-    if not ports:
-        ports = [_default_registry_port]
+def services(config, tl, names):
 
     async def list_services():
-        nonlocal host
-        async with (
-            open_piker_runtime(
-                name='service_query',
-                loglevel=config['loglevel'] if tl else None,
-            ),
-            tractor.get_arbiter(
-                host=host,
-                port=ports[0]
-            ) as portal
-        ):
+
+        async with tractor.get_arbiter(
+            *_tractor_kwargs['arbiter_addr']
+        ) as portal:
             registry = await portal.run_from_ns('self', 'get_registry')
             json_d = {}
             for key, socket in registry.items():
+                # name, uuid = uid
                 host, port = socket
                 json_d[key] = f'{host}:{port}'
             click.echo(f"{colorize_json(json_d)}")
 
-    trio.run(list_services)
+    tractor.run(
+        list_services,
+        name='service_query',
+        loglevel=config['loglevel'] if tl else None,
+        arbiter_addr=_tractor_kwargs['arbiter_addr'],
+    )
 
 
 def _load_clis() -> None:

piker/config.py

@@ -21,7 +21,6 @@ Broker configuration mgmt.
 import platform
 import sys
 import os
-from os import path
 from os.path import dirname
 import shutil
 from typing import Optional
@@ -112,7 +111,6 @@ if _parent_user:
 
 _conf_names: set[str] = {
     'brokers',
-    'pps',
     'trades',
     'watchlists',
 }
@@ -149,21 +147,19 @@ def get_conf_path(
     conf_name: str = 'brokers',
 
 ) -> str:
-    '''
-    Return the top-level default config path normally under
-    ``~/.config/piker`` on linux for a given ``conf_name``, the config
-    name.
+    """Return the default config path normally under
+    ``~/.config/piker`` on linux.
 
     Contains files such as:
     - brokers.toml
-    - pp.toml
     - watchlists.toml
+    - trades.toml
 
     # maybe coming soon ;)
     - signals.toml
     - strats.toml
 
-    '''
+    """
     assert conf_name in _conf_names
     fn = _conf_fn_w_ext(conf_name)
     return os.path.join(
@@ -177,7 +173,7 @@ def repodir():
     Return the abspath to the repo directory.
 
     '''
-    dirpath = path.abspath(
+    dirpath = os.path.abspath(
         # we're 3 levels down in **this** module file
         dirname(dirname(os.path.realpath(__file__)))
     )
@@ -186,9 +182,7 @@ def repodir():
 
 def load(
     conf_name: str = 'brokers',
-    path: str = None,
-
-    **tomlkws,
+    path: str = None
 
 ) -> (dict, str):
     '''
@@ -196,10 +190,6 @@ def load(
 
     '''
     path = path or get_conf_path(conf_name)
-
-    if not os.path.isdir(_config_dir):
-        os.mkdir(_config_dir)
-
     if not os.path.isfile(path):
         fn = _conf_fn_w_ext(conf_name)
 
@@ -212,11 +202,8 @@ def load(
         # if one exists.
         if os.path.isfile(template):
             shutil.copyfile(template, path)
-    else:
-        with open(path, 'r'):
-            pass  # touch it
 
-    config = toml.load(path, **tomlkws)
+    config = toml.load(path)
     log.debug(f"Read config file {path}")
     return config, path
 
@@ -225,7 +212,6 @@ def write(
     config: dict,  # toml config as dict
     name: str = 'brokers',
     path: str = None,
-    **toml_kwargs,
 
 ) -> None:
     ''''
@@ -249,14 +235,11 @@ def write(
         f"{path}"
     )
     with open(path, 'w') as cf:
-        return toml.dump(
-            config,
-            cf,
-            **toml_kwargs,
-        )
+        return toml.dump(config, cf)
 
 
 def load_accounts(
+
     providers: Optional[list[str]] = None
 
 ) -> bidict[str, Optional[str]]:

piker/data/__init__.py

@@ -22,12 +22,6 @@ and storing data from your brokers as well as
 sharing live streams over a network.
 
 """
-import tractor
-import trio
-
-from ..log import (
-    get_console_log,
-)
 from ._normalize import iterticks
 from ._sharedmem import (
     maybe_open_shm_array,
@@ -38,6 +32,7 @@ from ._sharedmem import (
 )
 from .feed import (
     open_feed,
+    _setup_persistent_brokerd,
 )
 
 
@@ -49,40 +44,5 @@ __all__ = [
     'attach_shm_array',
     'open_shm_array',
     'get_shm_token',
+    '_setup_persistent_brokerd',
 ]
-
-
-@tractor.context
-async def _setup_persistent_brokerd(
-    ctx: tractor.Context,
-    brokername: str,
-
-) -> None:
-    '''
-    Allocate a actor-wide service nursery in ``brokerd``
-    such that feeds can be run in the background persistently by
-    the broker backend as needed.
-
-    '''
-    get_console_log(tractor.current_actor().loglevel)
-
-    from .feed import (
-        _bus,
-        get_feed_bus,
-    )
-    global _bus
-    assert not _bus
-
-    async with trio.open_nursery() as service_nursery:
-        # assign a nursery to the feeds bus for spawning
-        # background tasks from clients
-        get_feed_bus(brokername, service_nursery)
-
-        # unblock caller
-        await ctx.started()
-
-        # we pin this task to keep the feeds manager active until the
-        # parent actor decides to tear it down
-        await trio.sleep_forever()
-
-

piker/data/_ahab.py

@@ -37,13 +37,8 @@ from docker.models.containers import Container as DockerContainer
 from docker.errors import (
     DockerException,
     APIError,
-    # ContainerError,
-)
-import requests
-from requests.exceptions import (
-    ConnectionError,
-    ReadTimeout,
 )
+from requests.exceptions import ConnectionError, ReadTimeout
 
 from ..log import get_logger, get_console_log
 from .. import config
@@ -55,8 +50,8 @@ class DockerNotStarted(Exception):
     'Prolly you dint start da daemon bruh'
 
 
-class ApplicationLogError(Exception):
-    'App in container reported an error in logs'
+class ContainerError(RuntimeError):
+    'Error reported via app-container logging level'
 
 
 @acm
@@ -101,9 +96,9 @@ async def open_docker(
         # not perms?
         raise
 
-    # finally:
-    #     if client:
-    #         client.close()
+    finally:
+        if client:
+            client.close()
 
 
 class Container:
@@ -161,7 +156,7 @@ class Container:
 
                     # print(f'level: {level}')
                     if level in ('error', 'fatal'):
-                        raise ApplicationLogError(msg)
+                        raise ContainerError(msg)
 
                 if patt in msg:
                     return True
@@ -190,29 +185,12 @@ class Container:
             if 'is not running' in err.explanation:
                 return False
 
-    def hard_kill(self, start: float) -> None:
-        delay = time.time() - start
-        # get out the big guns, bc apparently marketstore
-        # doesn't actually know how to terminate gracefully
-        # :eyeroll:...
-        log.error(
-            f'SIGKILL-ing: {self.cntr.id} after {delay}s\n'
-        )
-        self.try_signal('SIGKILL')
-        self.cntr.wait(
-            timeout=3,
-            condition='not-running',
-        )
-
     async def cancel(
         self,
         stop_msg: str,
-        hard_kill: bool = False,
-
     ) -> None:
 
         cid = self.cntr.id
-
         # first try a graceful cancel
         log.cancel(
             f'SIGINT cancelling container: {cid}\n'
@@ -221,25 +199,15 @@ class Container:
         self.try_signal('SIGINT')
 
         start = time.time()
-        for _ in range(6):
+        for _ in range(30):
 
             with trio.move_on_after(0.5) as cs:
-                log.cancel('polling for CNTR logs...')
-
-                try:
+                cs.shield = True
                 await self.process_logs_until(stop_msg)
-                except ApplicationLogError:
-                    hard_kill = True
-                else:
-                    # if we aren't cancelled on above checkpoint then we
-                    # assume we read the expected stop msg and
-                    # terminated.
-                    break
 
-            if cs.cancelled_caught:
-                # on timeout just try a hard kill after
-                # a quick container sync-wait.
-                hard_kill = True
+                # if we aren't cancelled on above checkpoint then we
+                # assume we read the expected stop msg and terminated.
+                break
 
             try:
                 log.info(f'Polling for container shutdown:\n{cid}')
@@ -250,7 +218,6 @@ class Container:
                         condition='not-running',
                     )
 
-                # graceful exit if we didn't time out
                 break
 
             except (
@@ -262,22 +229,24 @@ class Container:
             except (
                 docker.errors.APIError,
                 ConnectionError,
-                requests.exceptions.ConnectionError,
-                trio.Cancelled,
             ):
                 log.exception('Docker connection failure')
-                self.hard_kill(start)
-                raise
-
-            except trio.Cancelled:
-                log.exception('trio cancelled...')
-                self.hard_kill(start)
+                break
         else:
-            hard_kill = True
+            delay = time.time() - start
+            log.error(
+                f'Failed to kill container {cid} after {delay}s\n'
+                'sending SIGKILL..'
+            )
+            # get out the big guns, bc apparently marketstore
+            # doesn't actually know how to terminate gracefully
+            # :eyeroll:...
+            self.try_signal('SIGKILL')
+            self.cntr.wait(
+                timeout=3,
+                condition='not-running',
+            )
 
-        if hard_kill:
-            self.hard_kill(start)
-        else:
         log.cancel(f'Container stopped: {cid}')
 
 
@@ -320,12 +289,14 @@ async def open_ahabd(
         ))
 
         try:
+
             # TODO: we might eventually want a proxy-style msg-prot here
             # to allow remote control of containers without needing
             # callers to have root perms?
             await trio.sleep_forever()
 
         finally:
+            with trio.CancelScope(shield=True):
                 await cntr.cancel(stop_msg)
 
 

piker/data/_formatters.py

@@ -1,846 +0,0 @@
-# piker: trading gear for hackers
-# Copyright (C) 2018-present  Tyler Goodlet (in stewardship of 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/>.
-"""
-Pre-(path)-graphics formatted x/y nd/1d rendering subsystem.
-
-"""
-from __future__ import annotations
-from typing import (
-    Optional,
-    TYPE_CHECKING,
-)
-
-import msgspec
-from msgspec import field
-import numpy as np
-from numpy.lib import recfunctions as rfn
-
-from ._sharedmem import (
-    ShmArray,
-)
-from ._pathops import (
-    path_arrays_from_ohlc,
-)
-
-if TYPE_CHECKING:
-    from ._dataviz import (
-        Viz,
-    )
-    from .._profile import Profiler
-
-
-class IncrementalFormatter(msgspec.Struct):
-    '''
-    Incrementally updating, pre-path-graphics tracking, formatter.
-
-    Allows tracking source data state in an updateable pre-graphics
-    ``np.ndarray`` format (in local process memory) as well as
-    incrementally rendering from that format **to** 1d x/y for path
-    generation using ``pg.functions.arrayToQPath()``.
-
-    '''
-    shm: ShmArray
-    viz: Viz
-
-    @property
-    def index_field(self) -> 'str':
-        '''
-        Value (``str``) used to look up the "index series" from the
-        underlying source ``numpy`` struct-array; delegate directly to
-        the managing ``Viz``.
-
-        '''
-        return self.viz.index_field
-
-    # Incrementally updated xy ndarray formatted data, a pre-1d
-    # format which is updated and cached independently of the final
-    # pre-graphics-path 1d format.
-    x_nd: Optional[np.ndarray] = None
-    y_nd: Optional[np.ndarray] = None
-
-    @property
-    def xy_nd(self) -> tuple[np.ndarray, np.ndarray]:
-        return (
-            self.x_nd[self.xy_slice],
-            self.y_nd[self.xy_slice],
-        )
-
-    @property
-    def xy_slice(self) -> slice:
-        return slice(
-            self.xy_nd_start,
-            self.xy_nd_stop,
-        )
-
-    # indexes which slice into the above arrays (which are allocated
-    # based on source data shm input size) and allow retrieving
-    # incrementally updated data.
-    xy_nd_start: int | None = None
-    xy_nd_stop: int | None = None
-
-    # TODO: eventually incrementally update 1d-pre-graphics path data?
-    # x_1d: Optional[np.ndarray] = None
-    # y_1d: Optional[np.ndarray] = None
-
-    # incremental view-change state(s) tracking
-    _last_vr: tuple[float, float] | None = None
-    _last_ivdr: tuple[float, float] | None = None
-
-    @property
-    def index_step_size(self) -> float:
-        '''
-        Readonly value computed on first ``.diff()`` call.
-
-        '''
-        return self.viz.index_step()
-
-    def __repr__(self) -> str:
-        msg = (
-            f'{type(self)}: ->\n\n'
-            f'fqsn={self.viz.name}\n'
-            f'shm_name={self.shm.token["shm_name"]}\n\n'
-
-            f'last_vr={self._last_vr}\n'
-            f'last_ivdr={self._last_ivdr}\n\n'
-
-            f'xy_slice={self.xy_slice}\n'
-            # f'xy_nd_stop={self.xy_nd_stop}\n\n'
-        )
-
-        x_nd_len = 0
-        y_nd_len = 0
-        if self.x_nd is not None:
-            x_nd_len = len(self.x_nd)
-            y_nd_len = len(self.y_nd)
-
-        msg += (
-            f'x_nd_len={x_nd_len}\n'
-            f'y_nd_len={y_nd_len}\n'
-        )
-
-        return msg
-
-    def diff(
-        self,
-        new_read: tuple[np.ndarray],
-
-    ) -> tuple[
-        np.ndarray,
-        np.ndarray,
-    ]:
-        # TODO:
-        # - can the renderer just call ``Viz.read()`` directly? unpack
-        #   latest source data read
-        # - eventually maybe we can implement some kind of
-        #   transform on the ``QPainterPath`` that will more or less
-        #   detect the diff in "elements" terms? update diff state since
-        #   we've now rendered paths.
-        (
-            xfirst,
-            xlast,
-            array,
-            ivl,
-            ivr,
-            in_view,
-        ) = new_read
-
-        index = array['index']
-
-        # if the first index in the read array is 0 then
-        # it means the source buffer has bee completely backfilled to
-        # available space.
-        src_start = index[0]
-        src_stop = index[-1] + 1
-
-        # these are the "formatted output data" indices
-        # for the pre-graphics arrays.
-        nd_start = self.xy_nd_start
-        nd_stop = self.xy_nd_stop
-
-        if (
-            nd_start is None
-        ):
-            assert nd_stop is None
-
-            # setup to do a prepend of all existing src history
-            nd_start = self.xy_nd_start = src_stop
-            # set us in a zero-to-append state
-            nd_stop = self.xy_nd_stop = src_stop
-
-            align_index = array[self.index_field]
-
-        # compute the length diffs between the first/last index entry in
-        # the input data and the last indexes we have on record from the
-        # last time we updated the curve index.
-        prepend_length = int(nd_start - src_start)
-        append_length = int(src_stop - nd_stop)
-
-        # blah blah blah
-        # do diffing for prepend, append and last entry
-        return (
-            slice(src_start, nd_start),
-            prepend_length,
-            append_length,
-            slice(nd_stop, src_stop),
-        )
-
-    def _track_inview_range(
-        self,
-        view_range: tuple[int, int],
-
-    ) -> bool:
-        # if a view range is passed, plan to draw the
-        # source ouput that's "in view" of the chart.
-        vl, vr = view_range
-        zoom_or_append = False
-        last_vr = self._last_vr
-
-        # incremental in-view data update.
-        if last_vr:
-            lvl, lvr = last_vr  # relative slice indices
-
-            # TODO: detecting more specifically the interaction changes
-            # last_ivr = self._last_ivdr or (vl, vr)
-            # al, ar = last_ivr  # abs slice indices
-            # left_change = abs(x_iv[0] - al) >= 1
-            # right_change = abs(x_iv[-1] - ar) >= 1
-
-            # likely a zoom/pan view change or data append update
-            if (
-                (vr - lvr) > 2
-                or vl < lvl
-
-                # append / prepend update
-                # we had an append update where the view range
-                # didn't change but the data-viewed (shifted)
-                # underneath, so we need to redraw.
-                # or left_change and right_change and last_vr == view_range
-
-                # not (left_change and right_change) and ivr
-                # (
-                # or abs(x_iv[ivr] - livr) > 1
-            ):
-                zoom_or_append = True
-
-        self._last_vr = view_range
-
-        return zoom_or_append
-
-    def format_to_1d(
-        self,
-        new_read: tuple,
-        array_key: str,
-        profiler: Profiler,
-
-        slice_to_inview: bool = True,
-
-    ) -> tuple[
-        np.ndarray,
-        np.ndarray,
-    ]:
-        shm = self.shm
-
-        (
-            _,
-            _,
-            array,
-            ivl,
-            ivr,
-            in_view,
-
-        ) = new_read
-
-        (
-            pre_slice,
-            prepend_len,
-            append_len,
-            post_slice,
-        ) = self.diff(new_read)
-
-        # we first need to allocate xy data arrays
-        # from the source data.
-        if self.y_nd is None:
-            self.xy_nd_start = shm._first.value
-            self.xy_nd_stop = shm._last.value
-            self.x_nd, self.y_nd = self.allocate_xy_nd(
-                shm,
-                array_key,
-            )
-            profiler('allocated xy history')
-
-        # once allocated we do incremental pre/append
-        # updates from the diff with the source buffer.
-        else:
-            if prepend_len:
-
-                self.incr_update_xy_nd(
-                    shm,
-                    array_key,
-
-                    # this is the pre-sliced, "normally expected"
-                    # new data that an updater would normally be
-                    # expected to process, however in some cases (like
-                    # step curves) the updater routine may want to do
-                    # the source history-data reading itself, so we pass
-                    # both here.
-                    shm._array[pre_slice],
-                    pre_slice,
-                    prepend_len,
-
-                    self.xy_nd_start,
-                    self.xy_nd_stop,
-                    is_append=False,
-                )
-
-                self.xy_nd_start -= prepend_len
-                profiler('prepended xy history: {prepend_length}')
-
-            if append_len:
-                self.incr_update_xy_nd(
-                    shm,
-                    array_key,
-
-                    shm._array[post_slice],
-                    post_slice,
-                    append_len,
-
-                    self.xy_nd_start,
-                    self.xy_nd_stop,
-                    is_append=True,
-                )
-                self.xy_nd_stop += append_len
-                profiler('appened xy history: {append_length}')
-                # sanity
-                # slice_ln = post_slice.stop - post_slice.start
-                # assert append_len == slice_ln
-
-        view_changed: bool = False
-        view_range: tuple[int, int] = (ivl, ivr)
-        if slice_to_inview:
-            view_changed = self._track_inview_range(view_range)
-            array = in_view
-            profiler(f'{self.viz.name} view range slice {view_range}')
-
-        # hist = array[:slice_to_head]
-
-        # XXX: WOA WTF TRACTOR DEBUGGING BUGGG
-        # assert 0
-
-        # xy-path data transform: convert source data to a format
-        # able to be passed to a `QPainterPath` rendering routine.
-        if not len(array):
-            # XXX: this might be why the profiler only has exits?
-            return
-
-        # TODO: hist here should be the pre-sliced
-        # x/y_data in the case where allocate_xy is
-        # defined?
-        x_1d, y_1d, connect = self.format_xy_nd_to_1d(
-            array,
-            array_key,
-            view_range,
-        )
-
-        # app_tres = None
-        # if append_len:
-        #     appended = array[-append_len-1:slice_to_head]
-        #     app_tres = self.format_xy_nd_to_1d(
-        #         appended,
-        #         array_key,
-        #         (
-        #             view_range[1] - append_len + slice_to_head,
-        #             view_range[1]
-        #         ),
-        #     )
-        #     # assert (len(appended) - 1) == append_len
-        #     # assert len(appended) == append_len
-        #     print(
-        #         f'{self.viz.name} APPEND LEN: {append_len}\n'
-        #         f'{self.viz.name} APPENDED: {appended}\n'
-        #         f'{self.viz.name} app_tres: {app_tres}\n'
-        #     )
-
-        # update the last "in view data range"
-        if len(x_1d):
-            self._last_ivdr = x_1d[0], x_1d[-1]
-            if (
-                self.index_field == 'time'
-                and (x_1d[-1] == 0.5).any()
-            ):
-                breakpoint()
-
-        profiler('.format_to_1d()')
-
-        return (
-            x_1d,
-            y_1d,
-            connect,
-            prepend_len,
-            append_len,
-            view_changed,
-            # app_tres,
-        )
-
-    ###############################
-    # Sub-type override interface #
-    ###############################
-
-    x_offset: np.ndarray = np.array([0])
-
-    # optional pre-graphics xy formatted data which
-    # is incrementally updated in sync with the source data.
-    # XXX: was ``.allocate_xy()``
-    def allocate_xy_nd(
-        self,
-        src_shm: ShmArray,
-        data_field: str,
-
-    ) -> tuple[
-        np.ndarray,  # x
-        np.nd.array  # y
-    ]:
-        '''
-        Convert the structured-array ``src_shm`` format to
-        a equivalently shaped (and field-less) ``np.ndarray``.
-
-        Eg. a 4 field x N struct-array => (N, 4)
-
-        '''
-        y_nd = src_shm._array[data_field].copy()
-        x_nd = (
-            src_shm._array[self.index_field].copy()
-            +
-            self.x_offset
-        )
-        return x_nd, y_nd
-
-    # XXX: was ``.update_xy()``
-    def incr_update_xy_nd(
-        self,
-
-        src_shm: ShmArray,
-        data_field: str,
-
-        new_from_src: np.ndarray,  # portion of source that was updated
-
-        read_slc: slice,
-        ln: int,  # len of updated
-
-        nd_start: int,
-        nd_stop: int,
-
-        is_append: bool,
-
-    ) -> None:
-        # write pushed data to flattened copy
-        y_nd_new = new_from_src[data_field]
-        self.y_nd[read_slc] = y_nd_new
-
-        x_nd_new = self.x_nd[read_slc]
-        x_nd_new[:] = (
-            new_from_src[self.index_field]
-            +
-            self.x_offset
-        )
-
-        # x_nd = self.x_nd[self.xy_slice]
-        # y_nd = self.y_nd[self.xy_slice]
-        # name = self.viz.name
-        # if 'trade_rate' == name:
-        #     s = 4
-        #     print(
-        #         f'{name.upper()}:\n'
-        #         'NEW_FROM_SRC:\n'
-        #         f'new_from_src: {new_from_src}\n\n'
-
-        #         f'PRE self.x_nd:'
-        #         f'\n{list(x_nd[-s:])}\n'
-
-        #         f'PRE self.y_nd:\n'
-        #         f'{list(y_nd[-s:])}\n\n'
-
-        #         f'TO WRITE:\n'
-
-        #         f'x_nd_new:\n'
-        #         f'{x_nd_new[0]}\n'
-
-        #         f'y_nd_new:\n'
-        #         f'{y_nd_new}\n'
-        #     )
-
-    # XXX: was ``.format_xy()``
-    def format_xy_nd_to_1d(
-        self,
-
-        array: np.ndarray,
-        array_key: str,
-        vr: tuple[int, int],
-
-    ) -> tuple[
-        np.ndarray,  # 1d x
-        np.ndarray,  # 1d y
-        np.ndarray | str,  # connection array/style
-    ]:
-        '''
-        Default xy-nd array to 1d pre-graphics-path render routine.
-
-        Return single field column data verbatim
-
-        '''
-        # NOTE: we don't include the very last datum which is filled in
-        # normally by another graphics object.
-        x_1d = array[self.index_field][:-1]
-        if (
-            self.index_field == 'time'
-            and x_1d.any()
-            and (x_1d[-1] == 0.5).any()
-        ):
-            breakpoint()
-
-        y_1d = array[array_key][:-1]
-        return (
-            x_1d,
-            y_1d,
-
-            # 1d connection array or style-key to
-            # ``pg.functions.arrayToQPath()``
-            'all',
-        )
-
-
-class OHLCBarsFmtr(IncrementalFormatter):
-    x_offset: np.ndarray = np.array([
-        -0.5,
-        0,
-        0,
-        0.5,
-    ])
-
-    fields: list[str] = field(
-        default_factory=lambda: ['open', 'high', 'low', 'close']
-    )
-
-    def allocate_xy_nd(
-        self,
-
-        ohlc_shm: ShmArray,
-        data_field: str,
-
-    ) -> tuple[
-        np.ndarray,  # x
-        np.nd.array  # y
-    ]:
-        '''
-        Convert an input struct-array holding OHLC samples into a pair of
-        flattened x, y arrays with the same size (datums wise) as the source
-        data.
-
-        '''
-        y_nd = ohlc_shm.ustruct(self.fields)
-
-        # generate an flat-interpolated x-domain
-        x_nd = (
-            np.broadcast_to(
-                ohlc_shm._array[self.index_field][:, None],
-                (
-                    ohlc_shm._array.size,
-                    # 4,  # only ohlc
-                    y_nd.shape[1],
-                ),
-            )
-            +
-            self.x_offset
-        )
-        assert y_nd.any()
-
-        # write pushed data to flattened copy
-        return (
-            x_nd,
-            y_nd,
-        )
-
-    def incr_update_xy_nd(
-        self,
-
-        src_shm: ShmArray,
-        data_field: str,
-
-        new_from_src: np.ndarray,  # portion of source that was updated
-
-        read_slc: slice,
-        ln: int,  # len of updated
-
-        nd_start: int,
-        nd_stop: int,
-
-        is_append: bool,
-
-    ) -> None:
-        # write newly pushed data to flattened copy
-        # a struct-arr is always passed in.
-        new_y_nd = rfn.structured_to_unstructured(
-            new_from_src[self.fields]
-        )
-        self.y_nd[read_slc] = new_y_nd
-
-        # generate same-valued-per-row x support based on y shape
-        x_nd_new = self.x_nd[read_slc]
-        x_nd_new[:] = np.broadcast_to(
-            new_from_src[self.index_field][:, None],
-            new_y_nd.shape,
-        ) + self.x_offset
-
-    # TODO: can we drop this frame and just use the above?
-    def format_xy_nd_to_1d(
-        self,
-
-        array: np.ndarray,
-        array_key: str,
-        vr: tuple[int, int],
-
-        start: int = 0,  # XXX: do we need this?
-        # 0.5 is no overlap between arms, 1.0 is full overlap
-        w: float = 0.16,
-
-    ) -> tuple[
-        np.ndarray,
-        np.ndarray,
-        np.ndarray,
-    ]:
-        '''
-        More or less direct proxy to the ``numba``-fied
-        ``path_arrays_from_ohlc()`` (above) but with closed in kwargs
-        for line spacing.
-
-        '''
-        x, y, c = path_arrays_from_ohlc(
-            array,
-            start,
-            bar_w=self.index_step_size,
-            bar_gap=w * self.index_step_size,
-
-            # XXX: don't ask, due to a ``numba`` bug..
-            use_time_index=(self.index_field == 'time'),
-        )
-        return x, y, c
-
-
-class OHLCBarsAsCurveFmtr(OHLCBarsFmtr):
-
-    def format_xy_nd_to_1d(
-        self,
-
-        array: np.ndarray,
-        array_key: str,
-        vr: tuple[int, int],
-
-    ) -> tuple[
-        np.ndarray,
-        np.ndarray,
-        str,
-    ]:
-        # TODO: in the case of an existing ``.update_xy()``
-        # should we be passing in array as an xy arrays tuple?
-
-        # 2 more datum-indexes to capture zero at end
-        x_flat = self.x_nd[self.xy_nd_start:self.xy_nd_stop-1]
-        y_flat = self.y_nd[self.xy_nd_start:self.xy_nd_stop-1]
-
-        # slice to view
-        ivl, ivr = vr
-        x_iv_flat = x_flat[ivl:ivr]
-        y_iv_flat = y_flat[ivl:ivr]
-
-        # reshape to 1d for graphics rendering
-        y_iv = y_iv_flat.reshape(-1)
-        x_iv = x_iv_flat.reshape(-1)
-
-        return x_iv, y_iv, 'all'
-
-
-class StepCurveFmtr(IncrementalFormatter):
-
-    x_offset: np.ndarray = np.array([
-        0,
-        1,
-    ])
-
-    def allocate_xy_nd(
-        self,
-
-        shm: ShmArray,
-        data_field: str,
-
-    ) -> tuple[
-        np.ndarray,  # x
-        np.nd.array  # y
-    ]:
-        '''
-        Convert an input 1d shm array to a "step array" format
-        for use by path graphics generation.
-
-        '''
-        i = shm._array[self.index_field].copy()
-        out = shm._array[data_field].copy()
-
-        x_out = (
-            np.broadcast_to(
-                i[:, None],
-                (i.size, 2),
-            )
-            +
-            self.x_offset
-        )
-
-        # fill out Nx2 array to hold each step's left + right vertices.
-        y_out = np.empty(
-            x_out.shape,
-            dtype=out.dtype,
-        )
-        # fill in (current) values from source shm buffer
-        y_out[:] = out[:, np.newaxis]
-
-        # TODO: pretty sure we can drop this?
-        # start y at origin level
-        # y_out[0, 0] = 0
-        # y_out[self.xy_nd_start] = 0
-        return x_out, y_out
-
-    def incr_update_xy_nd(
-        self,
-
-        src_shm: ShmArray,
-        array_key: str,
-
-        new_from_src: np.ndarray,  # portion of source that was updated
-        read_slc: slice,
-        ln: int,  # len of updated
-
-        nd_start: int,
-        nd_stop: int,
-
-        is_append: bool,
-
-    ) -> tuple[
-        np.ndarray,
-        slice,
-    ]:
-        # NOTE: for a step curve we slice from one datum prior
-        # to the current "update slice" to get the previous
-        # "level".
-        #
-        # why this is needed,
-        # - the current new append slice will often have a zero
-        #   value in the latest datum-step (at least for zero-on-new
-        #   cases like vlm in the) as per configuration of the FSP
-        #   engine.
-        # - we need to look back a datum to get the last level which
-        #   will be used to terminate/complete the last step x-width
-        #   which will be set to pair with the last x-index THIS MEANS
-        #
-        # XXX: this means WE CAN'T USE the append slice since we need to
-        # "look backward" one step to get the needed back-to-zero level
-        # and the update data in ``new_from_src`` will only contain the
-        # latest new data.
-        back_1 = slice(
-            read_slc.start - 1,
-            read_slc.stop,
-        )
-
-        to_write = src_shm._array[back_1]
-        y_nd_new = self.y_nd[back_1]
-        y_nd_new[:] = to_write[array_key][:, None]
-
-        x_nd_new = self.x_nd[read_slc]
-        x_nd_new[:] = (
-            new_from_src[self.index_field][:, None]
-            +
-            self.x_offset
-        )
-
-        # XXX: uncomment for debugging
-        # x_nd = self.x_nd[self.xy_slice]
-        # y_nd = self.y_nd[self.xy_slice]
-        # name = self.viz.name
-        # if 'dolla_vlm' in name:
-        #     s = 4
-        #     print(
-        #         f'{name}:\n'
-        #         'NEW_FROM_SRC:\n'
-        #         f'new_from_src: {new_from_src}\n\n'
-
-        #         f'PRE self.x_nd:'
-        #         f'\n{x_nd[-s:]}\n'
-        #         f'PRE self.y_nd:\n'
-        #         f'{y_nd[-s:]}\n\n'
-
-        #         f'TO WRITE:\n'
-        #         f'x_nd_new:\n'
-        #         f'{x_nd_new}\n'
-        #         f'y_nd_new:\n'
-        #         f'{y_nd_new}\n'
-        #     )
-
-    def format_xy_nd_to_1d(
-        self,
-
-        array: np.ndarray,
-        array_key: str,
-        vr: tuple[int, int],
-
-    ) -> tuple[
-        np.ndarray,
-        np.ndarray,
-        str,
-    ]:
-        last_t, last = array[-1][[self.index_field, array_key]]
-
-        start = self.xy_nd_start
-        stop = self.xy_nd_stop
-
-        x_step = self.x_nd[start:stop]
-        y_step = self.y_nd[start:stop]
-
-        # slice out in-view data
-        ivl, ivr = vr
-
-        # NOTE: add an extra step to get the vertical-line-down-to-zero
-        # adjacent to the last-datum graphic (filled rect).
-        x_step_iv = x_step[ivl:ivr+1]
-        y_step_iv = y_step[ivl:ivr+1]
-
-        # flatten to 1d
-        x_1d = x_step_iv.reshape(x_step_iv.size)
-        y_1d = y_step_iv.reshape(y_step_iv.size)
-
-        if (
-            self.index_field == 'time'
-            and x_1d.any()
-            and (x_1d == 0.5).any()
-        ):
-            breakpoint()
-
-        # debugging
-        # if y_1d.any():
-        #     s = 6
-        #     print(
-        #         f'x_step_iv:\n{x_step_iv[-s:]}\n'
-        #         f'y_step_iv:\n{y_step_iv[-s:]}\n\n'
-        #         f'x_1d:\n{x_1d[-s:]}\n'
-        #         f'y_1d:\n{y_1d[-s:]}\n'
-        #     )
-
-        return x_1d, y_1d, 'all'

piker/data/_normalize.py

@@ -56,7 +56,7 @@ def iterticks(
                     sig = (
                         time,
                         tick['price'],
-                        tick.get('size')
+                        tick['size']
                     )
 
                     if ttype == 'dark_trade':

piker/data/_pathops.py

@@ -1,432 +0,0 @@
-# piker: trading gear for hackers
-# Copyright (C) 2018-present  Tyler Goodlet (in stewardship of 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/>.
-"""
-Super fast ``QPainterPath`` generation related operator routines.
-
-"""
-import numpy as np
-from numpy.lib import recfunctions as rfn
-from numba import (
-    # types,
-    njit,
-    float64,
-    int64,
-    # optional,
-)
-
-# TODO: for ``numba`` typing..
-# from ._source import numba_ohlc_dtype
-from ._m4 import ds_m4
-from .._profile import (
-    Profiler,
-    pg_profile_enabled,
-    ms_slower_then,
-)
-
-
-def xy_downsample(
-    x,
-    y,
-    uppx,
-
-    x_spacer: float = 0.5,
-
-) -> tuple[
-    np.ndarray,
-    np.ndarray,
-    float,
-    float,
-]:
-    '''
-    Downsample 1D (flat ``numpy.ndarray``) arrays using M4 given an input
-    ``uppx`` (units-per-pixel) and add space between discreet datums.
-
-    '''
-    # downsample whenever more then 1 pixels per datum can be shown.
-    # always refresh data bounds until we get diffing
-    # working properly, see above..
-    bins, x, y, ymn, ymx = ds_m4(
-        x,
-        y,
-        uppx,
-    )
-
-    # flatten output to 1d arrays suitable for path-graphics generation.
-    x = np.broadcast_to(x[:, None], y.shape)
-    x = (x + np.array(
-        [-x_spacer, 0, 0, x_spacer]
-    )).flatten()
-    y = y.flatten()
-
-    return x, y, ymn, ymx
-
-
-@njit(
-    # NOTE: need to construct this manually for readonly
-    # arrays, see https://github.com/numba/numba/issues/4511
-    # (
-    #     types.Array(
-    #         numba_ohlc_dtype,
-    #         1,
-    #         'C',
-    #         readonly=True,
-    #     ),
-    #     int64,
-    #     types.unicode_type,
-    #     optional(float64),
-    # ),
-    nogil=True
-)
-def path_arrays_from_ohlc(
-    data: np.ndarray,
-    start: int64,
-    bar_w: float64,
-    bar_gap: float64 = 0.16,
-    use_time_index: bool = True,
-
-    # XXX: ``numba`` issue: https://github.com/numba/numba/issues/8622
-    # index_field: str,
-
-) -> tuple[
-    np.ndarray,
-    np.ndarray,
-    np.ndarray,
-]:
-    '''
-    Generate an array of lines objects from input ohlc data.
-
-    '''
-    size = int(data.shape[0] * 6)
-
-    # XXX: see this for why the dtype might have to be defined outside
-    # the routine.
-    # https://github.com/numba/numba/issues/4098#issuecomment-493914533
-    x = np.zeros(
-        shape=size,
-        dtype=float64,
-    )
-    y, c = x.copy(), x.copy()
-
-    half_w: float = bar_w/2
-
-    # TODO: report bug for assert @
-    # /home/goodboy/repos/piker/env/lib/python3.8/site-packages/numba/core/typing/builtins.py:991
-    for i, q in enumerate(data[start:], start):
-
-        open = q['open']
-        high = q['high']
-        low = q['low']
-        close = q['close']
-
-        if use_time_index:
-            index = float64(q['time'])
-        else:
-            index = float64(q['index'])
-
-        # XXX: ``numba`` issue: https://github.com/numba/numba/issues/8622
-        # index = float64(q[index_field])
-        # AND this (probably)
-        # open, high, low, close, index = q[
-        #     ['open', 'high', 'low', 'close', 'index']]
-
-        istart = i * 6
-        istop = istart + 6
-
-        # x,y detail the 6 points which connect all vertexes of a ohlc bar
-        mid: float = index + half_w
-        x[istart:istop] = (
-            index + bar_gap,
-            mid,
-            mid,
-            mid,
-            mid,
-            index + bar_w - bar_gap,
-        )
-        y[istart:istop] = (
-            open,
-            open,
-            low,
-            high,
-            close,
-            close,
-        )
-
-        # specifies that the first edge is never connected to the
-        # prior bars last edge thus providing a small "gap"/"space"
-        # between bars determined by ``bar_gap``.
-        c[istart:istop] = (1, 1, 1, 1, 1, 0)
-
-    return x, y, c
-
-
-def hl2mxmn(
-    ohlc: np.ndarray,
-    index_field: str = 'index',
-
-) -> np.ndarray:
-    '''
-    Convert a OHLC struct-array containing 'high'/'low' columns
-    to a "joined" max/min 1-d array.
-
-    '''
-    index = ohlc[index_field]
-    hls = ohlc[[
-        'low',
-        'high',
-    ]]
-
-    mxmn = np.empty(2*hls.size, dtype=np.float64)
-    x = np.empty(2*hls.size, dtype=np.float64)
-    trace_hl(hls, mxmn, x, index[0])
-    x = x + index[0]
-
-    return mxmn, x
-
-
-@njit(
-    # TODO: the type annots..
-    # float64[:](float64[:],),
-)
-def trace_hl(
-    hl: 'np.ndarray',
-    out: np.ndarray,
-    x: np.ndarray,
-    start: int,
-
-    # the "offset" values in the x-domain which
-    # place the 2 output points around each ``int``
-    # master index.
-    margin: float = 0.43,
-
-) -> None:
-    '''
-    "Trace" the outline of the high-low values of an ohlc sequence
-    as a line such that the maximum deviation (aka disperaion) between
-    bars if preserved.
-
-    This routine is expected to modify input arrays in-place.
-
-    '''
-    last_l = hl['low'][0]
-    last_h = hl['high'][0]
-
-    for i in range(hl.size):
-        row = hl[i]
-        l, h = row['low'], row['high']
-
-        up_diff = h - last_l
-        down_diff = last_h - l
-
-        if up_diff > down_diff:
-            out[2*i + 1] = h
-            out[2*i] = last_l
-        else:
-            out[2*i + 1] = l
-            out[2*i] = last_h
-
-        last_l = l
-        last_h = h
-
-        x[2*i] = int(i) - margin
-        x[2*i + 1] = int(i) + margin
-
-    return out
-
-
-def ohlc_flatten(
-    ohlc: np.ndarray,
-    use_mxmn: bool = True,
-    index_field: str = 'index',
-
-) -> tuple[np.ndarray, np.ndarray]:
-    '''
-    Convert an OHLCV struct-array into a flat ready-for-line-plotting
-    1-d array that is 4 times the size with x-domain values distributed
-    evenly (by 0.5 steps) over each index.
-
-    '''
-    index = ohlc[index_field]
-
-    if use_mxmn:
-        # traces a line optimally over highs to lows
-        # using numba. NOTE: pretty sure this is faster
-        # and looks about the same as the below output.
-        flat, x = hl2mxmn(ohlc)
-
-    else:
-        flat = rfn.structured_to_unstructured(
-            ohlc[['open', 'high', 'low', 'close']]
-        ).flatten()
-
-        x = np.linspace(
-            start=index[0] - 0.5,
-            stop=index[-1] + 0.5,
-            num=len(flat),
-        )
-    return x, flat
-
-
-def slice_from_time(
-    arr: np.ndarray,
-    start_t: float,
-    stop_t: float,
-    step: int | None = None,
-
-) -> tuple[
-    slice,
-    slice,
-]:
-    '''
-    Calculate array indices mapped from a time range and return them in
-    a slice.
-
-    Given an input array with an epoch `'time'` series entry, calculate
-    the indices which span the time range and return in a slice. Presume
-    each `'time'` step increment is uniform and when the time stamp
-    series contains gaps (the uniform presumption is untrue) use
-    ``np.searchsorted()`` binary search to look up the appropriate
-    index.
-
-    '''
-    profiler = Profiler(
-        msg='slice_from_time()',
-        disabled=not pg_profile_enabled(),
-        ms_threshold=ms_slower_then,
-    )
-
-    times = arr['time']
-    t_first = round(times[0])
-
-    read_i_max = arr.shape[0]
-
-    if step is None:
-        step = round(times[-1] - times[-2])
-        if step == 0:
-            # XXX: HOW TF is this happening?
-            step = 1
-
-    # compute (presumed) uniform-time-step index offsets
-    i_start_t = round(start_t)
-    read_i_start = round(((i_start_t - t_first) // step)) - 1
-
-    i_stop_t = round(stop_t)
-    read_i_stop = round((i_stop_t - t_first) // step) + 1
-
-    # always clip outputs to array support
-    # for read start:
-    # - never allow a start < the 0 index
-    # - never allow an end index > the read array len
-    read_i_start = min(
-        max(0, read_i_start),
-        read_i_max - 1,
-    )
-    read_i_stop = max(
-        0,
-        min(read_i_stop, read_i_max),
-    )
-
-    # check for larger-then-latest calculated index for given start
-    # time, in which case we do a binary search for the correct index.
-    # NOTE: this is usually the result of a time series with time gaps
-    # where it is expected that each index step maps to a uniform step
-    # in the time stamp series.
-    t_iv_start = times[read_i_start]
-    if (
-        t_iv_start > i_start_t
-    ):
-        # do a binary search for the best index mapping to ``start_t``
-        # given we measured an overshoot using the uniform-time-step
-        # calculation from above.
-
-        # TODO: once we start caching these per source-array,
-        # we can just overwrite ``read_i_start`` directly.
-        new_read_i_start = np.searchsorted(
-            times,
-            i_start_t,
-            side='left',
-        )
-
-        # TODO: minimize binary search work as much as possible:
-        # - cache these remap values which compensate for gaps in the
-        #   uniform time step basis where we calc a later start
-        #   index for the given input ``start_t``.
-        # - can we shorten the input search sequence by heuristic?
-        #   up_to_arith_start = index[:read_i_start]
-
-        if (
-            new_read_i_start < read_i_start
-        ):
-            # t_diff = t_iv_start - start_t
-            # print(
-            #     f"WE'RE CUTTING OUT TIME - STEP:{step}\n"
-            #     f'start_t:{start_t} -> 0index start_t:{t_iv_start}\n'
-            #     f'diff: {t_diff}\n'
-            #     f'REMAPPED START i: {read_i_start} -> {new_read_i_start}\n'
-            # )
-            read_i_start = new_read_i_start - 1
-
-    t_iv_stop = times[read_i_stop - 1]
-    if (
-        t_iv_stop > i_stop_t
-    ):
-        # t_diff = stop_t - t_iv_stop
-        # print(
-        #     f"WE'RE CUTTING OUT TIME - STEP:{step}\n"
-        #     f'calced iv stop:{t_iv_stop} -> stop_t:{stop_t}\n'
-        #     f'diff: {t_diff}\n'
-        #     # f'SHOULD REMAP STOP: {read_i_start} -> {new_read_i_start}\n'
-        # )
-        new_read_i_stop = np.searchsorted(
-            times[read_i_start:],
-            i_stop_t,
-            side='left',
-        )
-
-        if (
-            new_read_i_stop < read_i_stop
-        ):
-            read_i_stop = read_i_start + new_read_i_stop
-
-    # sanity checks for range size
-    # samples = (i_stop_t - i_start_t) // step
-    # index_diff = read_i_stop - read_i_start + 1
-    # if index_diff > (samples + 3):
-    #     breakpoint()
-
-    # read-relative indexes: gives a slice where `shm.array[read_slc]`
-    # will be the data spanning the input time range `start_t` ->
-    # `stop_t`
-    read_slc = slice(
-        int(read_i_start),
-        int(read_i_stop),
-    )
-
-    profiler(
-        'slicing complete'
-        # f'{start_t} -> {abs_slc.start} | {read_slc.start}\n'
-        # f'{stop_t} -> {abs_slc.stop} | {read_slc.stop}\n'
-    )
-
-    # NOTE: if caller needs absolute buffer indices they can
-    # slice the buffer abs index like so:
-    # index = arr['index']
-    # abs_indx = index[read_slc]
-    # abs_slc = slice(
-    #     int(abs_indx[0]),
-    #     int(abs_indx[-1]),
-    # )
-
-    return read_slc

piker/data/_sampling.py

@@ -20,96 +20,53 @@ financial data flows.
 
 """
 from __future__ import annotations
-from collections import (
-    Counter,
-    defaultdict,
-)
-from contextlib import asynccontextmanager as acm
+from collections import Counter
 import time
-from typing import (
-    AsyncIterator,
-    TYPE_CHECKING,
-)
+from typing import TYPE_CHECKING, Optional, Union
 
 import tractor
-from tractor.trionics import (
-    maybe_open_nursery,
-)
 import trio
 from trio_typing import TaskStatus
 
-from ..log import (
-    get_logger,
-    get_console_log,
-)
-from .._daemon import maybe_spawn_daemon
+from ..log import get_logger
 
 if TYPE_CHECKING:
-    from ._sharedmem import (
-        ShmArray,
-    )
+    from ._sharedmem import ShmArray
     from .feed import _FeedsBus
 
 log = get_logger(__name__)
 
 
-# highest frequency sample step is 1 second by default, though in
-# the future we may want to support shorter periods or a dynamic style
-# tick-event stream.
-_default_delay_s: float = 1.0
-
-
-class Sampler:
+class sampler:
     '''
     Global sampling engine registry.
 
     Manages state for sampling events, shm incrementing and
     sample period logic.
 
-    This non-instantiated type is meant to be a singleton within
-    a `samplerd` actor-service spawned once by the user wishing to
-    time-step sample real-time quote feeds, see
-    ``._daemon.maybe_open_samplerd()`` and the below
-    ``register_with_sampler()``.
-
     '''
-    service_nursery: None | trio.Nursery = None
-
     # TODO: we could stick these in a composed type to avoid
     # angering the "i hate module scoped variables crowd" (yawn).
-    ohlcv_shms: dict[float, list[ShmArray]] = {}
+    ohlcv_shms: dict[int, list[ShmArray]] = {}
 
     # holds one-task-per-sample-period tasks which are spawned as-needed by
     # data feed requests with a given detected time step usually from
     # history loading.
-    incr_task_cs: trio.CancelScope | None = None
+    incrementers: dict[int, trio.CancelScope] = {}
 
     # holds all the ``tractor.Context`` remote subscriptions for
     # a particular sample period increment event: all subscribers are
     # notified on a step.
-    # subscribers: dict[int, list[tractor.MsgStream]] = {}
-    subscribers: defaultdict[
-        float,
-        list[
-            float,
-            set[tractor.MsgStream]
-        ],
-    ] = defaultdict(
-        lambda: [
-            round(time.time()),
-            set(),
-        ]
-    )
+    subscribers: dict[int, tractor.Context] = {}
 
-    @classmethod
-    async def increment_ohlc_buffer(
-        self,
-        period_s: float,
+
+async def increment_ohlc_buffer(
+    delay_s: int,
     task_status: TaskStatus[trio.CancelScope] = trio.TASK_STATUS_IGNORED,
-    ):
+):
     '''
     Task which inserts new bars into the provide shared memory array
-        every ``period_s`` seconds.
+    every ``delay_s`` seconds.
 
     This task fulfills 2 purposes:
     - it takes the subscribed set of shm arrays and increments them
@@ -121,143 +78,100 @@ class Sampler:
     the underlying buffers will actually be incremented.
 
     '''
+    # # wait for brokerd to signal we should start sampling
+    # await shm_incrementing(shm_token['shm_name']).wait()
+
     # TODO: right now we'll spin printing bars if the last time stamp is
     # before a large period of no market activity.  Likely the best way
     # to solve this is to make this task aware of the instrument's
     # tradable hours?
 
-        total_s: float = 0  # total seconds counted
-        ad = period_s - 0.001  # compensate for trio processing time
+    # adjust delay to compensate for trio processing time
+    ad = min(sampler.ohlcv_shms.keys()) - 0.001
+
+    total_s = 0  # total seconds counted
+    lowest = min(sampler.ohlcv_shms.keys())
+    lowest_shm = sampler.ohlcv_shms[lowest][0]
+    ad = lowest - 0.001
 
     with trio.CancelScope() as cs:
+
         # register this time period step as active
+        sampler.incrementers[delay_s] = cs
         task_status.started(cs)
 
-            # sample step loop:
-            # includes broadcasting to all connected consumers on every
-            # new sample step as well incrementing any registered
-            # buffers by registered sample period.
         while True:
+            # TODO: do we want to support dynamically
+            # adding a "lower" lowest increment period?
             await trio.sleep(ad)
-                total_s += period_s
+            total_s += lowest
 
             # increment all subscribed shm arrays
             # TODO:
             # - this in ``numba``
             # - just lookup shms for this step instead of iterating?
-
-                i_epoch = round(time.time())
-                broadcasted: set[float] = set()
-
-                # print(f'epoch: {i_epoch} -> REGISTRY {self.ohlcv_shms}')
-                for shm_period_s, shms in self.ohlcv_shms.items():
-
-                    # short-circuit on any not-ready because slower sample
-                    # rate consuming shm buffers.
-                    if total_s % shm_period_s != 0:
-                        # print(f'skipping `{shm_period_s}s` sample update')
+            for delay_s, shms in sampler.ohlcv_shms.items():
+                if total_s % delay_s != 0:
                     continue
 
-                    # update last epoch stamp for this period group
-                    if shm_period_s not in broadcasted:
-                        sub_pair = self.subscribers[shm_period_s]
-                        sub_pair[0] = i_epoch
-                        broadcasted.add(shm_period_s)
-
                 # TODO: ``numba`` this!
                 for shm in shms:
-                        # print(f'UPDATE {shm_period_s}s STEP for {shm.token}')
+                    # TODO: in theory we could make this faster by copying the
+                    # "last" readable value into the underlying larger buffer's
+                    # next value and then incrementing the counter instead of
+                    # using ``.push()``?
 
-                        # append new entry to buffer thus "incrementing"
-                        # the bar
+                    # append new entry to buffer thus "incrementing" the bar
                     array = shm.array
                     last = array[-1:][shm._write_fields].copy()
+                    # (index, t, close) = last[0][['index', 'time', 'close']]
+                    (t, close) = last[0][['time', 'close']]
 
-                        # guard against startup backfilling races where
-                        # the buffer has not yet been filled.
-                        if not last.size:
-                            continue
-
-                        (t, close) = last[0][[
-                            'time',
-                            'close',
-                        ]]
-
-                        next_t = t + shm_period_s
-
-                        if shm_period_s <= 1:
-                            next_t = i_epoch
-
-                        # this copies non-std fields (eg. vwap) from the
-                        # last datum
-                        last[[
-                            'time',
-
-                            'open',
-                            'high',
-                            'low',
-                            'close',
-
-                            'volume',
-                        ]][0] = (
-                            # epoch timestamp
-                            next_t,
-
-                            # OHLC
-                            close,
-                            close,
-                            close,
-                            close,
-
-                            0,  # vlm
-                        )
-
-                        # TODO: in theory we could make this faster by
-                        # copying the "last" readable value into the
-                        # underlying larger buffer's next value and then
-                        # incrementing the counter instead of using
-                        # ``.push()``?
+                    # this copies non-std fields (eg. vwap) from the last datum
+                    last[
+                        ['time', 'volume', 'open', 'high', 'low', 'close']
+                    ][0] = (t + delay_s, 0, close, close, close, close)
 
                     # write to the buffer
                     shm.push(last)
 
-                # broadcast increment msg to all updated subs per period
-                for shm_period_s in broadcasted:
-                    await self.broadcast(
-                        period_s=shm_period_s,
-                        time_stamp=i_epoch,
-                    )
+            await broadcast(delay_s, shm=lowest_shm)
 
-    @classmethod
-    async def broadcast(
-        self,
-        period_s: float,
-        time_stamp: float | None = None,
 
-    ) -> None:
+async def broadcast(
+    delay_s: int,
+    shm: Optional[ShmArray] = None,
+
+) -> None:
     '''
-        Broadcast the period size and last index step value to all
+    Broadcast the given ``shm: ShmArray``'s buffer index step to any
     subscribers for a given sample period.
 
+    The sent msg will include the first and last index which slice into
+    the buffer's non-empty data.
+
     '''
-        pair = self.subscribers[period_s]
+    subs = sampler.subscribers.get(delay_s, ())
 
-        last_ts, subs = pair
+    first = last = -1
+
+    if shm is None:
+        periods = sampler.ohlcv_shms.keys()
+        # if this is an update triggered by a history update there
+        # might not actually be any sampling bus setup since there's
+        # no "live feed" active yet.
+        if periods:
+            lowest = min(periods)
+            shm = sampler.ohlcv_shms[lowest][0]
+            first = shm._first.value
+            last = shm._last.value
 
-        task = trio.lowlevel.current_task()
-        log.debug(
-            f'SUBS {self.subscribers}\n'
-            f'PAIR {pair}\n'
-            f'TASK: {task}: {id(task)}\n'
-            f'broadcasting {period_s} -> {last_ts}\n'
-            # f'consumers: {subs}'
-        )
-        borked: set[tractor.MsgStream] = set()
     for stream in subs:
         try:
             await stream.send({
-                    'index': time_stamp or last_ts,
-                    'period': period_s,
+                'first': first,
+                'last': last,
+                'index': last,
             })
         except (
             trio.BrokenResourceError,
@@ -266,9 +180,6 @@ class Sampler:
             log.error(
                 f'{stream._ctx.chan.uid} dropped connection'
             )
-                borked.add(stream)
-
-        for stream in borked:
             try:
                 subs.remove(stream)
             except ValueError:
@@ -276,255 +187,53 @@ class Sampler:
                     f'{stream._ctx.chan.uid} sub already removed!?'
                 )
 
-    @classmethod
-    async def broadcast_all(self) -> None:
-        for period_s in self.subscribers:
-            await self.broadcast(period_s)
-
 
 @tractor.context
-async def register_with_sampler(
+async def iter_ohlc_periods(
     ctx: tractor.Context,
-    period_s: float,
-    shms_by_period: dict[float, dict] | None = None,
-
-    open_index_stream: bool = True,  # open a 2way stream for sample step msgs?
-    sub_for_broadcasts: bool = True,  # sampler side to send step updates?
+    delay_s: int,
 
 ) -> None:
+    '''
+    Subscribe to OHLC sampling "step" events: when the time
+    aggregation period increments, this event stream emits an index
+    event.
 
-    get_console_log(tractor.current_actor().loglevel)
-    incr_was_started: bool = False
-
-    try:
-        async with maybe_open_nursery(
-            Sampler.service_nursery
-        ) as service_nursery:
-
-            # init startup, create (actor-)local service nursery and start
-            # increment task
-            Sampler.service_nursery = service_nursery
-
-            # always ensure a period subs entry exists
-            last_ts, subs = Sampler.subscribers[float(period_s)]
-
-            async with trio.Lock():
-                if Sampler.incr_task_cs is None:
-                    Sampler.incr_task_cs = await service_nursery.start(
-                        Sampler.increment_ohlc_buffer,
-                        1.,
-                    )
-                    incr_was_started = True
-
-            # insert the base 1s period (for OHLC style sampling) into
-            # the increment buffer set to update and shift every second.
-            if shms_by_period is not None:
-                from ._sharedmem import (
-                    attach_shm_array,
-                    _Token,
-                )
-                for period in shms_by_period:
-
-                    # load and register shm handles
-                    shm_token_msg = shms_by_period[period]
-                    shm = attach_shm_array(
-                        _Token.from_msg(shm_token_msg),
-                        readonly=False,
-                    )
-                    shms_by_period[period] = shm
-                    Sampler.ohlcv_shms.setdefault(period, []).append(shm)
-
-                assert Sampler.ohlcv_shms
-
-            # unblock caller
-            await ctx.started(set(Sampler.ohlcv_shms.keys()))
-
-            if open_index_stream:
-                try:
+    '''
+    # add our subscription
+    subs = sampler.subscribers.setdefault(delay_s, [])
+    await ctx.started()
     async with ctx.open_stream() as stream:
-                        if sub_for_broadcasts:
-                            subs.add(stream)
+        subs.append(stream)
 
-                        # except broadcast requests from the subscriber
-                        async for msg in stream:
-                            if msg == 'broadcast_all':
-                                await Sampler.broadcast_all()
-                finally:
-                    if sub_for_broadcasts:
-                        subs.remove(stream)
-            else:
-                # if no shms are passed in we just wait until cancelled
-                # by caller.
+        try:
+            # stream and block until cancelled
             await trio.sleep_forever()
-
         finally:
-        # TODO: why tf isn't this working?
-        if shms_by_period is not None:
-            for period, shm in shms_by_period.items():
-                Sampler.ohlcv_shms[period].remove(shm)
-
-        if incr_was_started:
-            Sampler.incr_task_cs.cancel()
-            Sampler.incr_task_cs = None
-
-
-async def spawn_samplerd(
-
-    loglevel: str | None = None,
-    **extra_tractor_kwargs
-
-) -> bool:
-    '''
-    Daemon-side service task: start a sampling daemon for common step
-    update and increment count write and stream broadcasting.
-
-    '''
-    from piker._daemon import Services
-
-    dname = 'samplerd'
-    log.info(f'Spawning `{dname}`')
-
-    # singleton lock creation of ``samplerd`` since we only ever want
-    # one daemon per ``pikerd`` proc tree.
-    # TODO: make this built-into the service api?
-    async with Services.locks[dname + '_singleton']:
-
-        if dname not in Services.service_tasks:
-
-            portal = await Services.actor_n.start_actor(
-                dname,
-                enable_modules=[
-                    'piker.data._sampling',
-                ],
-                loglevel=loglevel,
-                debug_mode=Services.debug_mode,  # set by pikerd flag
-                **extra_tractor_kwargs
+            try:
+                subs.remove(stream)
+            except ValueError:
+                log.error(
+                    f'iOHLC step stream was already dropped {ctx.chan.uid}?'
                 )
 
-            await Services.start_service_task(
-                dname,
-                portal,
-                register_with_sampler,
-                period_s=1,
-                sub_for_broadcasts=False,
-            )
-            return True
-
-        return False
-
-
-@acm
-async def maybe_open_samplerd(
-
-    loglevel: str | None = None,
-    **kwargs,
-
-) -> tractor._portal.Portal:  # noqa
-    '''
-    Client-side helper to maybe startup the ``samplerd`` service
-    under the ``pikerd`` tree.
-
-    '''
-    dname = 'samplerd'
-
-    async with maybe_spawn_daemon(
-        dname,
-        service_task_target=spawn_samplerd,
-        spawn_args={'loglevel': loglevel},
-        loglevel=loglevel,
-        **kwargs,
-
-    ) as portal:
-        yield portal
-
-
-@acm
-async def open_sample_stream(
-    period_s: float,
-    shms_by_period: dict[float, dict] | None = None,
-    open_index_stream: bool = True,
-    sub_for_broadcasts: bool = True,
-
-    cache_key: str | None = None,
-    allow_new_sampler: bool = True,
-
-) -> AsyncIterator[dict[str, float]]:
-    '''
-    Subscribe to OHLC sampling "step" events: when the time aggregation
-    period increments, this event stream emits an index event.
-
-    This is a client-side endpoint that does all the work of ensuring
-    the `samplerd` actor is up and that mult-consumer-tasks are given
-    a broadcast stream when possible.
-
-    '''
-    # TODO: wrap this manager with the following to make it cached
-    # per client-multitasks entry.
-    # maybe_open_context(
-    #     acm_func=partial(
-    #         portal.open_context,
-    #         register_with_sampler,
-    #     ),
-    #     key=cache_key or period_s,
-    # )
-    # if cache_hit:
-    #     # add a new broadcast subscription for the quote stream
-    #     # if this feed is likely already in use
-    #     async with istream.subscribe() as bistream:
-    #         yield bistream
-    # else:
-
-    async with (
-        # XXX: this should be singleton on a host,
-        # a lone broker-daemon per provider should be
-        # created for all practical purposes
-        maybe_open_samplerd() as portal,
-
-        portal.open_context(
-            register_with_sampler,
-            **{
-                'period_s': period_s,
-                'shms_by_period': shms_by_period,
-                'open_index_stream': open_index_stream,
-                'sub_for_broadcasts': sub_for_broadcasts,
-            },
-        ) as (ctx, first)
-    ):
-        async with (
-            ctx.open_stream() as istream,
-
-            # TODO: we don't need this task-bcasting right?
-            # istream.subscribe() as istream,
-        ):
-            yield istream
-
 
 async def sample_and_broadcast(
 
     bus: _FeedsBus,  # noqa
-    rt_shm: ShmArray,
-    hist_shm: ShmArray,
+    shm: ShmArray,
     quote_stream: trio.abc.ReceiveChannel,
     brokername: str,
     sum_tick_vlm: bool = True,
 
 ) -> None:
-    '''
-    `brokerd`-side task which writes latest datum sampled data.
 
-    This task is meant to run in the same actor (mem space) as the
-    `brokerd` real-time quote feed which is being sampled to
-    a ``ShmArray`` buffer.
-
-    '''
     log.info("Started shared mem bar writer")
 
     overruns = Counter()
 
     # iterate stream delivered by broker
     async for quotes in quote_stream:
-        # print(quotes)
-
         # TODO: ``numba`` this!
         for broker_symbol, quote in quotes.items():
             # TODO: in theory you can send the IPC msg *before* writing
@@ -548,9 +257,6 @@ async def sample_and_broadcast(
 
                     last = tick['price']
 
-                    # more compact inline-way to do this assignment
-                    # to both buffers?
-                    for shm in [rt_shm, hist_shm]:
                     # update last entry
                     # benchmarked in the 4-5 us range
                     o, high, low, v = shm.array[-1][
@@ -587,29 +293,29 @@ async def sample_and_broadcast(
                         volume,
                     )
 
-            # TODO: PUT THIS IN A ``_FeedsBus.broadcast()`` method!
             # XXX: we need to be very cautious here that no
             # context-channel is left lingering which doesn't have
             # a far end receiver actor-task. In such a case you can
             # end up triggering backpressure which which will
             # eventually block this producer end of the feed and
             # thus other consumers still attached.
-            sub_key: str = broker_symbol.lower()
             subs: list[
                 tuple[
-                    tractor.MsgStream | trio.MemorySendChannel,
-                    float | None,  # tick throttle in Hz
+                    Union[tractor.MsgStream, trio.MemorySendChannel],
+                    tractor.Context,
+                    Optional[float],  # tick throttle in Hz
                 ]
-            ] = bus.get_subs(sub_key)
+            ] = bus._subscribers[broker_symbol.lower()]
 
             # NOTE: by default the broker backend doesn't append
             # it's own "name" into the fqsn schema (but maybe it
             # should?) so we have to manually generate the correct
             # key here.
-            fqsn = f'{broker_symbol}.{brokername}'
+            bsym = f'{broker_symbol}.{brokername}'
             lags: int = 0
 
-            for (stream, tick_throttle) in subs.copy():
+            for (stream, ctx, tick_throttle) in subs:
+
                 try:
                     with trio.move_on_after(0.2) as cs:
                         if tick_throttle:
@@ -617,39 +323,47 @@ async def sample_and_broadcast(
                             # pushes to the ``uniform_rate_send()`` below.
                             try:
                                 stream.send_nowait(
-                                    (fqsn, quote)
+                                    (bsym, quote)
                                 )
                             except trio.WouldBlock:
-                                overruns[sub_key] += 1
-                                ctx = stream._ctx
                                 chan = ctx.chan
-
+                                if ctx:
                                     log.warning(
-                                    f'Feed OVERRUN {sub_key}'
-                                    '@{bus.brokername} -> \n'
-                                    f'feed @ {chan.uid}\n'
-                                    f'throttle = {tick_throttle} Hz'
+                                        f'Feed overrun {bus.brokername} ->'
+                                        f'{chan.uid} !!!'
                                     )
-
-                                if overruns[sub_key] > 6:
+                                else:
+                                    key = id(stream)
+                                    overruns[key] += 1
+                                    log.warning(
+                                        f'Feed overrun {broker_symbol}'
+                                        '@{bus.brokername} -> '
+                                        f'feed @ {tick_throttle} Hz'
+                                    )
+                                    if overruns[key] > 6:
                                         # TODO: should we check for the
                                         # context being cancelled? this
                                         # could happen but the
                                         # channel-ipc-pipe is still up.
-                                    if (
-                                        not chan.connected()
-                                        or ctx._cancel_called
-                                    ):
+                                        if not chan.connected():
                                             log.warning(
                                                 'Dropping broken consumer:\n'
-                                            f'{sub_key}:'
+                                                f'{broker_symbol}:'
                                                 f'{ctx.cid}@{chan.uid}'
                                             )
                                             await stream.aclose()
                                             raise trio.BrokenResourceError
+                                        else:
+                                            log.warning(
+                                                'Feed getting overrun bro!\n'
+                                                f'{broker_symbol}:'
+                                                f'{ctx.cid}@{chan.uid}'
+                                            )
+                                            continue
+
                         else:
                             await stream.send(
-                                {fqsn: quote}
+                                {bsym: quote}
                             )
 
                     if cs.cancelled_caught:
@@ -662,7 +376,6 @@ async def sample_and_broadcast(
                     trio.ClosedResourceError,
                     trio.EndOfChannel,
                 ):
-                    ctx = stream._ctx
                     chan = ctx.chan
                     if ctx:
                         log.warning(
@@ -678,69 +391,20 @@ async def sample_and_broadcast(
                     # so far seems like no since this should all
                     # be single-threaded. Doing it anyway though
                     # since there seems to be some kinda race..
-                    bus.remove_subs(
-                        sub_key,
-                        {(stream, tick_throttle)},
+                    try:
+                        subs.remove((stream, tick_throttle))
+                    except ValueError:
+                        log.error(
+                            f'Stream was already removed from subs!?\n'
+                            f'{broker_symbol}:'
+                            f'{ctx.cid}@{chan.uid}'
                         )
 
 
-# a working tick-type-classes template
-_tick_groups = {
-    'clears': {'trade', 'dark_trade', 'last'},
-    'bids': {'bid', 'bsize'},
-    'asks': {'ask', 'asize'},
-}
-
-
-def frame_ticks(
-    first_quote: dict,
-    last_quote: dict,
-    ticks_by_type: dict,
-) -> None:
-    # append quotes since last iteration into the last quote's
-    # tick array/buffer.
-    ticks = last_quote.get('ticks')
-
-    # TODO: once we decide to get fancy really we should
-    # have a shared mem tick buffer that is just
-    # continually filled and the UI just ready from it
-    # at it's display rate.
-    if ticks:
-        # TODO: do we need this any more or can we just
-        # expect the receiver to unwind the below
-        # `ticks_by_type: dict`?
-        # => undwinding would potentially require a
-        # `dict[str, set | list]` instead with an
-        # included `'types' field which is an (ordered)
-        # set of tick type fields in the order which
-        # types arrived?
-        first_quote['ticks'].extend(ticks)
-
-        # XXX: build a tick-by-type table of lists
-        # of tick messages. This allows for less
-        # iteration on the receiver side by allowing for
-        # a single "latest tick event" look up by
-        # indexing the last entry in each sub-list.
-        # tbt = {
-        #     'types': ['bid', 'asize', 'last', .. '<type_n>'],
-
-        #     'bid': [tick0, tick1, tick2, .., tickn],
-        #     'asize': [tick0, tick1, tick2, .., tickn],
-        #     'last': [tick0, tick1, tick2, .., tickn],
-        #     ...
-        #     '<type_n>': [tick0, tick1, tick2, .., tickn],
-        # }
-
-        # append in reverse FIFO order for in-order iteration on
-        # receiver side.
-        for tick in ticks:
-            ttype = tick['type']
-            ticks_by_type[ttype].append(tick)
-
-
 # TODO: a less naive throttler, here's some snippets:
 # token bucket by njs:
 # https://gist.github.com/njsmith/7ea44ec07e901cb78ebe1dd8dd846cb9
+
 async def uniform_rate_send(
 
     rate: float,
@@ -751,9 +415,6 @@ async def uniform_rate_send(
 
 ) -> None:
 
-    # try not to error-out on overruns of the subscribed (chart) client
-    stream._ctx._backpressure = True
-
     # TODO: compute the approx overhead latency per cycle
     left_to_sleep = throttle_period = 1/rate - 0.000616
 
@@ -763,12 +424,6 @@ async def uniform_rate_send(
     diff = 0
 
     task_status.started()
-    ticks_by_type: defaultdict[
-        str,
-        list[dict],
-    ] = defaultdict(list)
-
-    clear_types = _tick_groups['clears']
 
     while True:
 
@@ -787,17 +442,34 @@ async def uniform_rate_send(
 
                 if not first_quote:
                     first_quote = last_quote
-                    # first_quote['tbt'] = ticks_by_type
 
                 if (throttle_period - diff) > 0:
                     # received a quote but the send cycle period hasn't yet
                     # expired we aren't supposed to send yet so append
                     # to the tick frame.
-                    frame_ticks(
-                        first_quote,
-                        last_quote,
-                        ticks_by_type,
-                    )
+
+                    # append quotes since last iteration into the last quote's
+                    # tick array/buffer.
+                    ticks = last_quote.get('ticks')
+
+                    # XXX: idea for frame type data structure we could
+                    # use on the wire instead of a simple list?
+                    # frames = {
+                    #     'index': ['type_a', 'type_c', 'type_n', 'type_n'],
+
+                    #     'type_a': [tick0, tick1, tick2, .., tickn],
+                    #     'type_b': [tick0, tick1, tick2, .., tickn],
+                    #     'type_c': [tick0, tick1, tick2, .., tickn],
+                    #     ...
+                    #     'type_n': [tick0, tick1, tick2, .., tickn],
+                    # }
+
+                    # TODO: once we decide to get fancy really we should
+                    # have a shared mem tick buffer that is just
+                    # continually filled and the UI just ready from it
+                    # at it's display rate.
+                    if ticks:
+                        first_quote['ticks'].extend(ticks)
 
                     # send cycle isn't due yet so continue waiting
                     continue
@@ -814,35 +486,12 @@ async def uniform_rate_send(
                 # received quote ASAP.
                 sym, first_quote = await quote_stream.receive()
 
-                frame_ticks(
-                    first_quote,
-                    first_quote,
-                    ticks_by_type,
-                )
-
             # we have a quote already so send it now.
 
-        with trio.move_on_after(throttle_period) as cs:
-            while (
-                not set(ticks_by_type).intersection(clear_types)
-            ):
-                try:
-                    sym, last_quote = await quote_stream.receive()
-                except trio.EndOfChannel:
-                    log.exception(f"feed for {stream} ended?")
-                    break
-
-                frame_ticks(
-                    first_quote,
-                    last_quote,
-                    ticks_by_type,
-                )
-
         # measured_rate = 1 / (time.time() - last_send)
         # log.info(
         #     f'`{sym}` throttled send hz: {round(measured_rate, ndigits=1)}'
         # )
-        first_quote['tbt'] = ticks_by_type
 
         # TODO: now if only we could sync this to the display
         # rate timing exactly lul
@@ -868,4 +517,3 @@ async def uniform_rate_send(
         first_quote = last_quote = None
         diff = 0
         last_send = time.time()
-        ticks_by_type.clear()

piker/data/_sharedmem.py

@@ -1,5 +1,5 @@
 # piker: trading gear for hackers
-# Copyright (C) Tyler Goodlet (in stewardship for pikers)
+# Copyright (C) Tyler Goodlet (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
@@ -27,14 +27,13 @@ from multiprocessing.shared_memory import SharedMemory, _USE_POSIX
 if _USE_POSIX:
     from _posixshmem import shm_unlink
 
-# import msgspec
-import numpy as np
-from numpy.lib import recfunctions as rfn
 import tractor
+import numpy as np
+from pydantic import BaseModel
+from numpy.lib import recfunctions as rfn
 
 from ..log import get_logger
 from ._source import base_iohlc_dtype
-from .types import Struct
 
 
 log = get_logger(__name__)
@@ -50,11 +49,7 @@ _rt_buffer_start = int((_days_worth - 1) * _secs_in_day)
 
 
 def cuckoff_mantracker():
-    '''
-    Disable all ``multiprocessing``` "resource tracking" machinery since
-    it's an absolute multi-threaded mess of non-SC madness.
 
-    '''
     from multiprocessing import resource_tracker as mantracker
 
     # Tell the "resource tracker" thing to fuck off.
@@ -112,39 +107,36 @@ class SharedInt:
                 log.warning(f'Shm for {name} already unlinked?')
 
 
-class _Token(Struct, frozen=True):
+class _Token(BaseModel):
     '''
     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
     dtype_descr: tuple
-    size: int  # in struct-array index / row terms
 
     @property
     def dtype(self) -> np.dtype:
         return np.dtype(list(map(tuple, self.dtype_descr))).descr
 
     def as_msg(self):
-        return self.to_dict()
+        return self.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', )
@@ -163,7 +155,6 @@ def get_shm_token(key: str) -> _Token:
 
 def _make_token(
     key: str,
-    size: int,
     dtype: Optional[np.dtype] = None,
 ) -> _Token:
     '''
@@ -176,8 +167,7 @@ def _make_token(
         shm_name=key,
         shm_first_index_name=key + "_first",
         shm_last_index_name=key + "_last",
-        dtype_descr=tuple(np.dtype(dtype).descr),
-        size=size,
+        dtype_descr=np.dtype(dtype).descr
     )
 
 
@@ -229,7 +219,6 @@ class ShmArray:
             shm_first_index_name=self._first._shm.name,
             shm_last_index_name=self._last._shm.name,
             dtype_descr=tuple(self._array.dtype.descr),
-            size=self._len,
         )
 
     @property
@@ -444,7 +433,7 @@ class ShmArray:
 def open_shm_array(
 
     key: Optional[str] = None,
-    size: int = _default_size,  # see above
+    size: int = _default_size,
     dtype: Optional[np.dtype] = None,
     readonly: bool = False,
 
@@ -475,8 +464,7 @@ def open_shm_array(
 
     token = _make_token(
         key=key,
-        size=size,
-        dtype=dtype,
+        dtype=dtype
     )
 
     # create single entry arrays for storing an first and last indices
@@ -528,15 +516,15 @@ def open_shm_array(
     # "unlink" created shm on process teardown by
     # pushing teardown calls onto actor context stack
 
-    stack = tractor.current_actor().lifetime_stack
-    stack.callback(shmarr.close)
-    stack.callback(shmarr.destroy)
+    tractor._actor._lifetime_stack.callback(shmarr.close)
+    tractor._actor._lifetime_stack.callback(shmarr.destroy)
 
     return shmarr
 
 
 def attach_shm_array(
     token: tuple[str, str, tuple[str, str]],
+    size: int = _default_size,
     readonly: bool = True,
 
 ) -> ShmArray:
@@ -575,7 +563,7 @@ def attach_shm_array(
             raise _err
 
     shmarr = np.ndarray(
-        (token.size,),
+        (size,),
         dtype=token.dtype,
         buffer=shm.buf
     )
@@ -614,8 +602,8 @@ def attach_shm_array(
     if key not in _known_tokens:
         _known_tokens[key] = token
 
-    # "close" attached shm on actor teardown
-    tractor.current_actor().lifetime_stack.callback(sha.close)
+    # "close" attached shm on process teardown
+    tractor._actor._lifetime_stack.callback(sha.close)
 
     return sha
 
@@ -643,7 +631,6 @@ def maybe_open_shm_array(
     use ``attach_shm_array``.
 
     '''
-    size = kwargs.pop('size', _default_size)
     try:
         # see if we already know this key
         token = _known_tokens[key]
@@ -651,11 +638,7 @@ def maybe_open_shm_array(
     except KeyError:
         log.warning(f"Could not find {key} in shms cache")
         if dtype:
-            token = _make_token(
-                key,
-                size=size,
-                dtype=dtype,
-            )
+            token = _make_token(key, dtype)
             try:
                 return attach_shm_array(token=token, **kwargs), False
             except FileNotFoundError:

piker/data/_source.py

@@ -23,8 +23,7 @@ import decimal
 
 from bidict import bidict
 import numpy as np
-
-from .types import Struct
+from pydantic import BaseModel
 # from numba import from_dtype
 
 
@@ -127,7 +126,7 @@ def unpack_fqsn(fqsn: str) -> tuple[str, str, str]:
     )
 
 
-class Symbol(Struct):
+class Symbol(BaseModel):
     '''
     I guess this is some kinda container thing for dealing with
     all the different meta-data formats from brokers?
@@ -153,7 +152,9 @@ class Symbol(Struct):
         info: dict[str, Any],
         suffix: str = '',
 
-    ) -> Symbol:
+    # XXX: like wtf..
+    # ) -> 'Symbol':
+    ) -> None:
 
         tick_size = info.get('price_tick_size', 0.01)
         lot_tick_size = info.get('lot_tick_size', 0.0)
@@ -174,7 +175,9 @@ class Symbol(Struct):
         fqsn: str,
         info: dict[str, Any],
 
-    ) -> Symbol:
+    # XXX: like wtf..
+    # ) -> 'Symbol':
+    ) -> None:
         broker, key, suffix = unpack_fqsn(fqsn)
         return cls.from_broker_info(
             broker,
@@ -218,10 +221,6 @@ class Symbol(Struct):
         else:
             return (key, broker)
 
-    @property
-    def fqsn(self) -> str:
-        return '.'.join(self.tokens()).lower()
-
     def front_fqsn(self) -> str:
         '''
         fqsn = "fully qualified symbol name"
@@ -241,7 +240,7 @@ class Symbol(Struct):
 
         '''
         tokens = self.tokens()
-        fqsn = '.'.join(map(str.lower, tokens))
+        fqsn = '.'.join(tokens)
         return fqsn
 
     def iterfqsns(self) -> list[str]:

piker/data/_web_bs.py

@@ -18,24 +18,13 @@
 ToOlS fOr CoPInG wITh "tHE wEB" protocols.
 
 """
-from contextlib import (
-    asynccontextmanager,
-    AsyncExitStack,
-)
-from itertools import count
+from contextlib import asynccontextmanager, AsyncExitStack
 from types import ModuleType
-from typing import (
-    Any,
-    Optional,
-    Callable,
-    AsyncGenerator,
-    Iterable,
-)
+from typing import Any, Callable, AsyncGenerator
 import json
 
 import trio
 import trio_websocket
-from wsproto.utilities import LocalProtocolError
 from trio_websocket._impl import (
     ConnectionClosed,
     DisconnectionTimeout,
@@ -46,53 +35,43 @@ from trio_websocket._impl import (
 
 from ..log import get_logger
 
-from .types import Struct
-
 log = get_logger(__name__)
 
 
 class NoBsWs:
-    '''
-    Make ``trio_websocket`` sockets stay up no matter the bs.
+    """Make ``trio_websocket`` sockets stay up no matter the bs.
 
-    You can provide a ``fixture`` async-context-manager which will be
-    enter/exitted around each reconnect operation.
-    '''
+    """
     recon_errors = (
         ConnectionClosed,
         DisconnectionTimeout,
         ConnectionRejected,
         HandshakeError,
         ConnectionTimeout,
-        LocalProtocolError,
     )
 
     def __init__(
         self,
         url: str,
+        token: str,
         stack: AsyncExitStack,
-        fixture: Optional[Callable] = None,
-        serializer: ModuleType = json
+        fixture: Callable,
+        serializer: ModuleType = json,
     ):
         self.url = url
+        self.token = token
         self.fixture = fixture
         self._stack = stack
         self._ws: 'WebSocketConnection' = None  # noqa
 
-        # TODO: is there some method we can call
-        # on the underlying `._ws` to get this?
-        self._connected: bool = False
-
     async def _connect(
         self,
         tries: int = 1000,
     ) -> None:
-
-        self._connected = False
         while True:
             try:
                 await self._stack.aclose()
-            except self.recon_errors:
+            except (DisconnectionTimeout, RuntimeError):
                 await trio.sleep(0.5)
             else:
                 break
@@ -103,18 +82,19 @@ class NoBsWs:
                 self._ws = await self._stack.enter_async_context(
                     trio_websocket.open_websocket_url(self.url)
                 )
-
-                if self.fixture is not None:
                 # rerun user code fixture
+                if self.token == '':
                     ret = await self._stack.enter_async_context(
                         self.fixture(self)
                     )
+                else:
+                    ret = await self._stack.enter_async_context(
+                        self.fixture(self, self.token)
+                    )
 
                 assert ret is None
 
                 log.info(f'Connection success: {self.url}')
-
-                self._connected = True
                 return self._ws
 
             except self.recon_errors as err:
@@ -124,15 +104,11 @@ class NoBsWs:
                     f'{type(err)}...retry attempt {i}'
                 )
                 await trio.sleep(0.5)
-                self._connected = False
                 continue
         else:
             log.exception('ws connection fail...')
             raise last_err
 
-    def connected(self) -> bool:
-        return self._connected
-
     async def send_msg(
         self,
         data: Any,
@@ -152,26 +128,21 @@ class NoBsWs:
             except self.recon_errors:
                 await self._connect()
 
-    def __aiter__(self):
-        return self
-
-    async def __anext__(self):
-        return await self.recv_msg()
-
 
 @asynccontextmanager
 async def open_autorecon_ws(
     url: str,
 
-    # TODO: proper type cannot smh
-    fixture: Optional[Callable] = None,
-
+    # TODO: proper type annot smh
+    fixture: Callable,
+    # used for authenticated websockets
+    token: str = '',
 ) -> AsyncGenerator[tuple[...],  NoBsWs]:
     """Apparently we can QoS for all sorts of reasons..so catch em.
 
     """
     async with AsyncExitStack() as stack:
-        ws = NoBsWs(url, stack, fixture=fixture)
+        ws = NoBsWs(url, token, stack, fixture=fixture)
         await ws._connect()
 
         try:
@@ -179,114 +150,3 @@ async def open_autorecon_ws(
 
         finally:
             await stack.aclose()
-
-
-'''
-JSONRPC response-request style machinery for transparent multiplexing of msgs
-over a NoBsWs.
-
-'''
-
-
-class JSONRPCResult(Struct):
-    id: int
-    jsonrpc: str = '2.0'
-    result: Optional[dict] = None
-    error: Optional[dict] = None
-
-
-@asynccontextmanager
-async def open_jsonrpc_session(
-    url: str,
-    start_id: int = 0,
-    response_type: type = JSONRPCResult,
-    request_type: Optional[type] = None,
-    request_hook: Optional[Callable] = None,
-    error_hook: Optional[Callable] = None,
-) -> Callable[[str, dict], dict]:
-
-    async with (
-        trio.open_nursery() as n,
-        open_autorecon_ws(url) as ws
-    ):
-        rpc_id: Iterable = count(start_id)
-        rpc_results: dict[int, dict] = {}
-
-        async def json_rpc(method: str, params: dict) -> dict:
-            '''
-            perform a json rpc call and wait for the result, raise exception in
-            case of error field present on response
-            '''
-            msg = {
-                'jsonrpc': '2.0',
-                'id': next(rpc_id),
-                'method': method,
-                'params': params
-            }
-            _id = msg['id']
-
-            rpc_results[_id] = {
-                'result': None,
-                'event': trio.Event()
-            }
-
-            await ws.send_msg(msg)
-
-            await rpc_results[_id]['event'].wait()
-
-            ret = rpc_results[_id]['result']
-
-            del rpc_results[_id]
-
-            if ret.error is not None:
-                raise Exception(json.dumps(ret.error, indent=4))
-
-            return ret
-
-        async def recv_task():
-            '''
-            receives every ws message and stores it in its corresponding
-            result field, then sets the event to wakeup original sender
-            tasks. also recieves responses to requests originated from
-            the server side.
-
-            '''
-            async for msg in ws:
-                match msg:
-                    case {
-                        'result': _,
-                        'id': mid,
-                    } if res_entry := rpc_results.get(mid):
-
-                        res_entry['result'] = response_type(**msg)
-                        res_entry['event'].set()
-
-                    case {
-                        'result': _,
-                        'id': mid,
-                    } if not rpc_results.get(mid):
-                        log.warning(
-                            f'Unexpected ws msg: {json.dumps(msg, indent=4)}'
-                        )
-
-                    case {
-                        'method': _,
-                        'params': _,
-                    }:
-                        log.debug(f'Recieved\n{msg}')
-                        if request_hook:
-                            await request_hook(request_type(**msg))
-
-                    case {
-                        'error': error
-                    }:
-                        log.warning(f'Recieved\n{error}')
-                        if error_hook:
-                            await error_hook(response_type(**msg))
-
-                    case _:
-                        log.warning(f'Unhandled JSON-RPC msg!?\n{msg}')
-
-        n.start_soon(recv_task)
-        yield json_rpc
-        n.cancel_scope.cancel()

piker/data/flows.py

@@ -1,239 +0,0 @@
-# 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/>.
-
-"""
-abstractions for organizing, managing and generally operating-on
-real-time data processing data-structures.
-
-"Streams, flumes, cascades and flows.."
-
-"""
-from __future__ import annotations
-from contextlib import asynccontextmanager as acm
-from functools import partial
-from typing import (
-    AsyncIterator,
-    TYPE_CHECKING,
-)
-
-import tractor
-from tractor.trionics import (
-    maybe_open_context,
-)
-import pendulum
-import numpy as np
-
-from .types import Struct
-from ._source import (
-    Symbol,
-)
-from ._sharedmem import (
-    attach_shm_array,
-    ShmArray,
-    _Token,
-)
-from ._sampling import (
-    open_sample_stream,
-)
-# from .._profile import (
-#     Profiler,
-#     pg_profile_enabled,
-# )
-
-if TYPE_CHECKING:
-    # from pyqtgraph import PlotItem
-    from .feed import Feed
-
-
-# TODO: ideas for further abstractions as per
-# https://github.com/pikers/piker/issues/216 and
-# https://github.com/pikers/piker/issues/270:
-# - a ``Cascade`` would be the minimal "connection" of 2 ``Flumes``
-#   as per circuit parlance:
-#   https://en.wikipedia.org/wiki/Two-port_network#Cascade_connection
-#     - could cover the combination of our `FspAdmin` and the
-#       backend `.fsp._engine` related machinery to "connect" one flume
-#       to another?
-# - a (financial signal) ``Flow`` would be the a "collection" of such
-#    minmial cascades. Some engineering based jargon concepts:
-#     - https://en.wikipedia.org/wiki/Signal_chain
-#     - https://en.wikipedia.org/wiki/Daisy_chain_(electrical_engineering)
-#     - https://en.wikipedia.org/wiki/Audio_signal_flow
-#     - https://en.wikipedia.org/wiki/Digital_signal_processing#Implementation
-#     - https://en.wikipedia.org/wiki/Dataflow_programming
-#     - https://en.wikipedia.org/wiki/Signal_programming
-#     - https://en.wikipedia.org/wiki/Incremental_computing
-
-
-class Flume(Struct):
-    '''
-    Composite reference type which points to all the addressing handles
-    and other meta-data necessary for the read, measure and management
-    of a set of real-time updated data flows.
-
-    Can be thought of as a "flow descriptor" or "flow frame" which
-    describes the high level properties of a set of data flows that can
-    be used seamlessly across process-memory boundaries.
-
-    Each instance's sub-components normally includes:
-     - a msg oriented quote stream provided via an IPC transport
-     - history and real-time shm buffers which are both real-time
-       updated and backfilled.
-     - associated startup indexing information related to both buffer
-       real-time-append and historical prepend addresses.
-     - low level APIs to read and measure the updated data and manage
-       queuing properties.
-
-    '''
-    symbol: Symbol
-    first_quote: dict
-    _rt_shm_token: _Token
-
-    # optional since some data flows won't have a "downsampled" history
-    # buffer/stream (eg. FSPs).
-    _hist_shm_token: _Token | None = None
-
-    # private shm refs loaded dynamically from tokens
-    _hist_shm: ShmArray | None = None
-    _rt_shm: ShmArray | None = None
-
-    stream: tractor.MsgStream | None = None
-    izero_hist: int = 0
-    izero_rt: int = 0
-    throttle_rate: int | None = None
-
-    # TODO: do we need this really if we can pull the `Portal` from
-    # ``tractor``'s internals?
-    feed: Feed | None = None
-
-    @property
-    def rt_shm(self) -> ShmArray:
-
-        if self._rt_shm is None:
-            self._rt_shm = attach_shm_array(
-                token=self._rt_shm_token,
-                readonly=True,
-            )
-
-        return self._rt_shm
-
-    @property
-    def hist_shm(self) -> ShmArray:
-
-        if self._hist_shm_token is None:
-            raise RuntimeError(
-                'No shm token has been set for the history buffer?'
-            )
-
-        if (
-            self._hist_shm is None
-        ):
-            self._hist_shm = attach_shm_array(
-                token=self._hist_shm_token,
-                readonly=True,
-            )
-
-        return self._hist_shm
-
-    async def receive(self) -> dict:
-        return await self.stream.receive()
-
-    @acm
-    async def index_stream(
-        self,
-        delay_s: float = 1,
-
-    ) -> AsyncIterator[int]:
-
-        if not self.feed:
-            raise RuntimeError('This flume is not part of any ``Feed``?')
-
-        # TODO: maybe a public (property) API for this in ``tractor``?
-        portal = self.stream._ctx._portal
-        assert portal
-
-        # XXX: this should be singleton on a host,
-        # a lone broker-daemon per provider should be
-        # created for all practical purposes
-        async with open_sample_stream(float(delay_s)) as stream:
-            yield stream
-
-    def get_ds_info(
-        self,
-    ) -> tuple[float, float, float]:
-        '''
-        Compute the "downsampling" ratio info between the historical shm
-        buffer and the real-time (HFT) one.
-
-        Return a tuple of the fast sample period, historical sample
-        period and ratio between them.
-
-        '''
-        times = self.hist_shm.array['time']
-        end = pendulum.from_timestamp(times[-1])
-        start = pendulum.from_timestamp(times[times != times[-1]][-1])
-        hist_step_size_s = (end - start).seconds
-
-        times = self.rt_shm.array['time']
-        end = pendulum.from_timestamp(times[-1])
-        start = pendulum.from_timestamp(times[times != times[-1]][-1])
-        rt_step_size_s = (end - start).seconds
-
-        ratio = hist_step_size_s / rt_step_size_s
-        return (
-            rt_step_size_s,
-            hist_step_size_s,
-            ratio,
-        )
-
-    # TODO: get native msgspec decoding for these workinn
-    def to_msg(self) -> dict:
-        msg = self.to_dict()
-        msg['symbol'] = msg['symbol'].to_dict()
-
-        # can't serialize the stream or feed objects, it's expected
-        # you'll have a ref to it since this msg should be rxed on
-        # a stream on whatever far end IPC..
-        msg.pop('stream')
-        msg.pop('feed')
-        return msg
-
-    @classmethod
-    def from_msg(cls, msg: dict) -> dict:
-        symbol = Symbol(**msg.pop('symbol'))
-        return cls(
-            symbol=symbol,
-            **msg,
-        )
-
-    def get_index(
-        self,
-        time_s: float,
-        array: np.ndarray,
-
-    ) -> int | float:
-        '''
-        Return array shm-buffer index for for epoch time.
-
-        '''
-        times = array['time']
-        first = np.searchsorted(
-            times,
-            time_s,
-            side='left',
-        )
-        imx = times.shape[0] - 1
-        return min(first, imx)

piker/data/marketstore.py

@@ -37,8 +37,8 @@ import time
 from math import isnan
 
 from bidict import bidict
-from msgspec.msgpack import encode, decode
-# import pyqtgraph as pg
+import msgpack
+import pyqtgraph as pg
 import numpy as np
 import tractor
 from trio_websocket import open_websocket_url
@@ -56,7 +56,6 @@ if TYPE_CHECKING:
 
 from .feed import maybe_open_feed
 from ..log import get_logger, get_console_log
-from .._profile import Profiler
 
 
 log = get_logger(__name__)
@@ -132,10 +131,7 @@ def start_marketstore(
 
     mktsdir = os.path.join(config._config_dir, 'marketstore')
 
-    # create dirs when dne
-    if not os.path.isdir(config._config_dir):
-        os.mkdir(config._config_dir)
-
+    # create when dne
     if not os.path.isdir(mktsdir):
         os.mkdir(mktsdir)
 
@@ -391,54 +387,50 @@ class Storage:
     async def load(
         self,
         fqsn: str,
-        timeframe: int,
 
     ) -> tuple[
-        np.ndarray,  # timeframe sampled array-series
+        dict[int, np.ndarray],  # timeframe (in secs) to series
         Optional[datetime],  # first dt
         Optional[datetime],  # last dt
     ]:
 
         first_tsdb_dt, last_tsdb_dt = None, None
-        hist = await self.read_ohlcv(
+        tsdb_arrays = await self.read_ohlcv(
             fqsn,
             # on first load we don't need to pull the max
             # history per request size worth.
             limit=3000,
-            timeframe=timeframe,
         )
-        log.info(f'Loaded tsdb history {hist}')
+        log.info(f'Loaded tsdb history {tsdb_arrays}')
 
-        if len(hist):
-            times = hist['Epoch']
+        if tsdb_arrays:
+            fastest = list(tsdb_arrays.values())[0]
+            times = fastest['Epoch']
             first, last = times[0], times[-1]
             first_tsdb_dt, last_tsdb_dt = map(
                 pendulum.from_timestamp, [first, last]
             )
 
-        return (
-            hist,  # array-data
-            first_tsdb_dt,  # start of query-frame
-            last_tsdb_dt,  # most recent
-        )
+        return tsdb_arrays, first_tsdb_dt, last_tsdb_dt
 
     async def read_ohlcv(
         self,
         fqsn: str,
-        timeframe: int | str,
+        timeframe: Optional[Union[int, str]] = None,
         end: Optional[int] = None,
         limit: int = int(800e3),
 
-    ) -> np.ndarray:
-
+    ) -> tuple[
+        MarketstoreClient,
+        Union[dict, np.ndarray]
+    ]:
         client = self.client
         syms = await client.list_symbols()
 
         if fqsn not in syms:
             return {}
 
-        # use the provided timeframe or 1s by default
-        tfstr = tf_in_1s.get(timeframe, tf_in_1s[1])
+        tfstr = tf_in_1s[1]
 
         params = Params(
             symbols=fqsn,
@@ -452,72 +444,58 @@ class Storage:
             limit=limit,
         )
 
+        if timeframe is None:
+            log.info(f'starting {fqsn} tsdb granularity scan..')
+            # loop through and try to find highest granularity
+            for tfstr in tf_in_1s.values():
                 try:
+                    log.info(f'querying for {tfstr}@{fqsn}')
+                    params.set('timeframe', tfstr)
                     result = await client.query(params)
-        except purerpc.grpclib.exceptions.UnknownError as err:
-            # indicate there is no history for this timeframe
-            log.exception(
-                f'Unknown mkts QUERY error: {params}\n'
-                f'{err.args}'
-            )
+                    break
+
+                except purerpc.grpclib.exceptions.UnknownError:
+                    # XXX: this is already logged by the container and
+                    # thus shows up through `marketstored` logs relay.
+                    # log.warning(f'{tfstr}@{fqsn} not found')
+                    continue
+            else:
                 return {}
 
+        else:
+            result = await client.query(params)
+
         # TODO: it turns out column access on recarrays is actually slower:
         # https://jakevdp.github.io/PythonDataScienceHandbook/02.09-structured-data-numpy.html#RecordArrays:-Structured-Arrays-with-a-Twist
         # it might make sense to make these structured arrays?
-        data_set = result.by_symbols()[fqsn]
-        array = data_set.array
+        # Fill out a `numpy` array-results map
+        arrays = {}
+        for fqsn, data_set in result.by_symbols().items():
+            arrays.setdefault(fqsn, {})[
+                tf_in_1s.inverse[data_set.timeframe]
+            ] = data_set.array
 
-        # XXX: ensure sample rate is as expected
-        time = data_set.array['Epoch']
-        if len(time) > 1:
-            time_step = time[-1] - time[-2]
-            ts = tf_in_1s.inverse[data_set.timeframe]
-
-            if time_step != ts:
-                log.warning(
-                    f'MKTS BUG: wrong timeframe loaded: {time_step}'
-                    'YOUR DATABASE LIKELY CONTAINS BAD DATA FROM AN OLD BUG'
-                    f'WIPING HISTORY FOR {ts}s'
-                )
-                await self.delete_ts(fqsn, timeframe)
-
-                # try reading again..
-                return await self.read_ohlcv(
-                    fqsn,
-                    timeframe,
-                    end,
-                    limit,
-                )
-
-        return array
+        return arrays[fqsn][timeframe] if timeframe else arrays[fqsn]
 
     async def delete_ts(
         self,
         key: str,
         timeframe: Optional[Union[int, str]] = None,
-        fmt: str = 'OHLCV',
 
     ) -> bool:
 
         client = self.client
         syms = await client.list_symbols()
         print(syms)
-        if key not in syms:
-            raise KeyError(f'`{key}` table key not found in\n{syms}?')
+        # if key not in syms:
+        #     raise KeyError(f'`{fqsn}` table key not found?')
 
-        tbk = mk_tbk((
-            key,
-            tf_in_1s.get(timeframe, tf_in_1s[60]),
-            fmt,
-        ))
-        return await client.destroy(tbk=tbk)
+        return await client.destroy(tbk=key)
 
     async def write_ohlcv(
         self,
         fqsn: str,
         ohlcv: np.ndarray,
-        timeframe: int,
         append_and_duplicate: bool = True,
         limit: int = int(800e3),
 
@@ -541,18 +519,17 @@ class Storage:
 
         m, r = divmod(len(mkts_array), limit)
 
-        tfkey = tf_in_1s[timeframe]
         for i in range(m, 1):
             to_push = mkts_array[i-1:i*limit]
 
             # write to db
             resp = await self.client.write(
                 to_push,
-                tbk=f'{fqsn}/{tfkey}/OHLCV',
+                tbk=f'{fqsn}/1Sec/OHLCV',
 
                 # NOTE: will will append duplicates
                 # for the same timestamp-index.
-                # TODO: pre-deduplicate?
+                # TODO: pre deduplicate?
                 isvariablelength=append_and_duplicate,
             )
 
@@ -571,7 +548,7 @@ class Storage:
             # write to db
             resp = await self.client.write(
                 to_push,
-                tbk=f'{fqsn}/{tfkey}/OHLCV',
+                tbk=f'{fqsn}/1Sec/OHLCV',
 
                 # NOTE: will will append duplicates
                 # for the same timestamp-index.
@@ -600,7 +577,6 @@ class Storage:
     # def delete_range(self, start_dt, end_dt) -> None:
     #     ...
 
-
 @acm
 async def open_storage_client(
     fqsn: str,
@@ -650,7 +626,7 @@ async def tsdb_history_update(
     #   * the original data feed arch blurb:
     #     - https://github.com/pikers/piker/issues/98
     #
-    profiler = Profiler(
+    profiler = pg.debug.Profiler(
         disabled=False,  # not pg_profile_enabled(),
         delayed=False,
     )
@@ -662,35 +638,34 @@ async def tsdb_history_update(
             [fqsn],
             start_stream=False,
 
-        ) as feed,
+        ) as (feed, stream),
     ):
         profiler(f'opened feed for {fqsn}')
 
-        # to_append = feed.hist_shm.array
-        # to_prepend = None
+        to_append = feed.shm.array
+        to_prepend = None
 
         if fqsn:
-            flume = feed.flumes[fqsn]
-            symbol = flume.symbol
+            symbol = feed.symbols.get(fqsn)
             if symbol:
-                fqsn = symbol.fqsn
+                fqsn = symbol.front_fqsn()
 
             # diff db history with shm and only write the missing portions
-            # ohlcv = flume.hist_shm.array
+            ohlcv = feed.shm.array
 
             # TODO: use pg profiler
-            # for secs in (1, 60):
-            #     tsdb_array = await storage.read_ohlcv(
-            #         fqsn,
-            #         timeframe=timeframe,
-            #     )
-            #     # hist diffing:
-            #     # these aren't currently used but can be referenced from
-            #     # within the embedded ipython shell below.
-            #     to_append = ohlcv[ohlcv['time'] > ts['Epoch'][-1]]
-            #     to_prepend = ohlcv[ohlcv['time'] < ts['Epoch'][0]]
+            tsdb_arrays = await storage.read_ohlcv(fqsn)
+            # hist diffing
+            if tsdb_arrays:
+                for secs in (1, 60):
+                    ts = tsdb_arrays.get(secs)
+                    if ts is not None and len(ts):
+                        # these aren't currently used but can be referenced from
+                        # within the embedded ipython shell below.
+                        to_append = ohlcv[ohlcv['time'] > ts['Epoch'][-1]]
+                        to_prepend = ohlcv[ohlcv['time'] < ts['Epoch'][0]]
 
-            # profiler('Finished db arrays diffs')
+            profiler('Finished db arrays diffs')
 
         syms = await storage.client.list_symbols()
         log.info(f'Existing tsdb symbol set:\n{pformat(syms)}')
@@ -799,13 +774,12 @@ async def stream_quotes(
     async with open_websocket_url(f'ws://{host}:{port}/ws') as ws:
         # send subs topics to server
         resp = await ws.send_message(
-
-            encode({'streams': list(tbks.values())})
+            msgpack.dumps({'streams': list(tbks.values())})
         )
         log.info(resp)
 
         async def recv() -> dict[str, Any]:
-            return decode((await ws.get_message()), encoding='utf-8')
+            return msgpack.loads((await ws.get_message()), encoding='utf-8')
 
         streams = (await recv())['streams']
         log.info(f"Subscribed to {streams}")

piker/data/types.py

@@ -1,88 +0,0 @@
-# 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.
-
-"""
-import sys
-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__
-        }
-
-    # Lul, doesn't seem to work that well..
-    # def __repr__(self):
-    #     # only turn on pprint when we detect a python REPL
-    #     # at runtime B)
-    #     if (
-    #         hasattr(sys, 'ps1')
-    #         # TODO: check if we're in pdb
-    #     ):
-    #         return self.pformat()
-
-    #     return super().__repr__()
-
-    def pformat(self) -> str:
-        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)
-        )
-
-    def typecast(
-        self,
-        # fields: Optional[list[str]] = None,
-    ) -> None:
-        for fname, ftype in self.__annotations__.items():
-            setattr(self, fname, ftype(getattr(self, fname)))

piker/fsp/_api.py

@@ -78,8 +78,7 @@ class Fsp:
     # + the consuming fsp *to* the consumers output
     # shm flow.
     _flow_registry: dict[
-        tuple[_Token, str],
-        tuple[_Token, Optional[ShmArray]],
+        tuple[_Token, str], _Token,
     ] = {}
 
     def __init__(
@@ -121,6 +120,7 @@ class Fsp:
     ):
         return self.func(*args, **kwargs)
 
+    # TODO: lru_cache this? prettty sure it'll work?
     def get_shm(
         self,
         src_shm: ShmArray,
@@ -131,27 +131,12 @@ class Fsp:
         for this "instance" of a signal processor for
         the given ``key``.
 
-        The destination shm "token" and array are cached if possible to
-        minimize multiple stdlib/system calls.
-
         '''
-        dst_token, maybe_array = self._flow_registry[
+        dst_token = self._flow_registry[
             (src_shm._token, self.name)
         ]
-        if maybe_array is None:
-            self._flow_registry[
-                (src_shm._token, self.name)
-            ] = (
-                dst_token,
-                # "cache" the ``ShmArray`` such that
-                # we call the underlying "attach" code as few
-                # times as possible as per:
-                # - https://github.com/pikers/piker/issues/359
-                # - https://github.com/pikers/piker/issues/332
-                maybe_array := attach_shm_array(dst_token)
-            )
-
-        return maybe_array
+        shm = attach_shm_array(dst_token)
+        return shm
 
 
 def fsp(
@@ -199,10 +184,7 @@ def maybe_mk_fsp_shm(
     # TODO: load output types from `Fsp`
     # - should `index` be a required internal field?
     fsp_dtype = np.dtype(
-        [('index', int)]
-        +
-        [('time', float)]
-        +
+        [('index', int)] +
         [(field_name, float) for field_name in target.outputs]
     )
 

piker/fsp/_engine.py

@@ -21,13 +21,12 @@ core task logic for processing chains
 from dataclasses import dataclass
 from functools import partial
 from typing import (
-    AsyncIterator,
-    Callable,
-    Optional,
+    AsyncIterator, Callable, Optional,
     Union,
 )
 
 import numpy as np
+import pyqtgraph as pg
 import trio
 from trio_typing import TaskStatus
 import tractor
@@ -36,22 +35,14 @@ from tractor.msg import NamespacePath
 from ..log import get_logger, get_console_log
 from .. import data
 from ..data import attach_shm_array
-from ..data.feed import (
-    Flume,
-    Feed,
-)
+from ..data.feed import Feed
 from ..data._sharedmem import ShmArray
-from ..data._sampling import (
-    _default_delay_s,
-    open_sample_stream,
-)
 from ..data._source import Symbol
 from ._api import (
     Fsp,
     _load_builtins,
     _Token,
 )
-from .._profile import Profiler
 
 log = get_logger(__name__)
 
@@ -86,7 +77,7 @@ async def filter_quotes_by_sym(
 async def fsp_compute(
 
     symbol: Symbol,
-    flume: Flume,
+    feed: Feed,
     quote_stream: trio.abc.ReceiveChannel,
 
     src: ShmArray,
@@ -99,7 +90,7 @@ async def fsp_compute(
 
 ) -> None:
 
-    profiler = Profiler(
+    profiler = pg.debug.Profiler(
         delayed=False,
         disabled=True
     )
@@ -114,17 +105,16 @@ async def fsp_compute(
         filter_quotes_by_sym(fqsn, quote_stream),
 
         # XXX: currently the ``ohlcv`` arg
-        flume.rt_shm,
+        feed.shm,
     )
 
-    # HISTORY COMPUTE PHASE
-    # conduct a single iteration of fsp with historical bars input
-    # and get historical output.
+    # Conduct a single iteration of fsp with historical bars input
+    # and get historical output
     history_output: Union[
         dict[str, np.ndarray],  # multi-output case
         np.ndarray,  # single output case
     ]
-    history_output = await anext(out_stream)
+    history_output = await out_stream.__anext__()
 
     func_name = func.__name__
     profiler(f'{func_name} generated history')
@@ -136,13 +126,9 @@ async def fsp_compute(
     # each respective field.
     fields = getattr(dst.array.dtype, 'fields', None).copy()
     fields.pop('index')
-    history_by_field: Optional[np.ndarray] = None
-    src_time = src.array['time']
+    history: Optional[np.ndarray] = None  # TODO: nptyping here!
 
-    if (
-        fields and
-        len(fields) > 1
-    ):
+    if fields and len(fields) > 1 and fields:
         if not isinstance(history_output, dict):
             raise ValueError(
                 f'`{func_name}` is a multi-output FSP and should yield a '
@@ -153,7 +139,7 @@ async def fsp_compute(
             if key in history_output:
                 output = history_output[key]
 
-                if history_by_field is None:
+                if history is None:
 
                     if output is None:
                         length = len(src.array)
@@ -163,7 +149,7 @@ async def fsp_compute(
                     # using the first output, determine
                     # the length of the struct-array that
                     # will be pushed to shm.
-                    history_by_field = np.zeros(
+                    history = np.zeros(
                         length,
                         dtype=dst.array.dtype
                     )
@@ -171,7 +157,7 @@ async def fsp_compute(
                 if output is None:
                     continue
 
-                history_by_field[key] = output
+                history[key] = output
 
     # single-key output stream
     else:
@@ -180,15 +166,11 @@ async def fsp_compute(
                 f'`{func_name}` is a single output FSP and should yield an '
                 '`np.ndarray` for history'
             )
-        history_by_field = np.zeros(
+        history = np.zeros(
             len(history_output),
             dtype=dst.array.dtype
         )
-        history_by_field[func_name] = history_output
-
-    history_by_field['time'] = src_time[-len(history_by_field):]
-
-    history_output['time'] = src.array['time']
+        history[func_name] = history_output
 
     # TODO: XXX:
     # THERE'S A BIG BUG HERE WITH THE `index` field since we're
@@ -205,10 +187,7 @@ async def fsp_compute(
 
     # TODO: can we use this `start` flag instead of the manual
     # setting above?
-    index = dst.push(
-        history_by_field,
-        start=first,
-    )
+    index = dst.push(history, start=first)
 
     profiler(f'{func_name} pushed history')
     profiler.finish()
@@ -234,14 +213,8 @@ async def fsp_compute(
 
                 log.debug(f"{func_name}: {processed}")
                 key, output = processed
-                # dst.array[-1][key] = output
-                dst.array[[key, 'time']][-1] = (
-                    output,
-                    # TODO: what about pushing ``time.time_ns()``
-                    # in which case we'll need to round at the graphics
-                    # processing / sampling layer?
-                    src.array[-1]['time']
-                )
+                index = src.index
+                dst.array[-1][key] = output
 
                 # NOTE: for now we aren't streaming this to the consumer
                 # stream latest array index entry which basically just acts
@@ -252,7 +225,6 @@ async def fsp_compute(
                 # N-consumers who subscribe for the real-time output,
                 # which we'll likely want to implement using local-mem
                 # chans for the fan out?
-                # index = src.index
                 # if attach_stream:
                 #     await client_stream.send(index)
 
@@ -289,7 +261,7 @@ async def cascade(
     destination shm array buffer.
 
     '''
-    profiler = Profiler(
+    profiler = pg.debug.Profiler(
         delayed=False,
         disabled=False
     )
@@ -312,10 +284,9 @@ async def cascade(
     # TODO: ugh i hate this wind/unwind to list over the wire
     # but not sure how else to do it.
     for (token, fsp_name, dst_token) in shm_registry:
-        Fsp._flow_registry[(
-            _Token.from_msg(token),
-            fsp_name,
-        )] = _Token.from_msg(dst_token), None
+        Fsp._flow_registry[
+            (_Token.from_msg(token), fsp_name)
+        ] = _Token.from_msg(dst_token)
 
     fsp: Fsp = reg.get(
         NamespacePath(ns_path)
@@ -327,7 +298,6 @@ async def cascade(
         raise ValueError(f'Unknown fsp target: {ns_path}')
 
     # open a data feed stream with requested broker
-    feed: Feed
     async with data.feed.maybe_open_feed(
         [fqsn],
 
@@ -337,13 +307,14 @@ async def cascade(
         # needs to get throttled the ticks we generate.
         # tick_throttle=60,
 
-    ) as feed:
+    ) as (feed, quote_stream):
+        symbol = feed.symbols[fqsn]
 
-        flume = feed.flumes[fqsn]
-        symbol = flume.symbol
-        assert src.token == flume.rt_shm.token
         profiler(f'{func}: feed up')
 
+        assert src.token == feed.shm.token
+        # last_len = new_len = len(src.array)
+
         func_name = func.__name__
         async with (
             trio.open_nursery() as n,
@@ -353,8 +324,8 @@ async def cascade(
 
                 fsp_compute,
                 symbol=symbol,
-                flume=flume,
-                quote_stream=flume.stream,
+                feed=feed,
+                quote_stream=quote_stream,
 
                 # shm
                 src=src,
@@ -390,7 +361,7 @@ async def cascade(
                 ) -> tuple[TaskTracker, int]:
                     # TODO: adopt an incremental update engine/approach
                     # where possible here eventually!
-                    log.info(f're-syncing fsp {func_name} to source')
+                    log.debug(f're-syncing fsp {func_name} to source')
                     tracker.cs.cancel()
                     await tracker.complete.wait()
                     tracker, index = await n.start(fsp_target)
@@ -403,16 +374,14 @@ async def cascade(
                             'key': dst_shm_token,
                             'first': dst._first.value,
                             'last': dst._last.value,
-                        }
-                    })
+                    }})
                     return tracker, index
 
                 def is_synced(
                     src: ShmArray,
                     dst: ShmArray
                 ) -> tuple[bool, int, int]:
-                    '''
-                    Predicate to dertmine if a destination FSP
+                    '''Predicate to dertmine if a destination FSP
                     output array is aligned to its source array.
 
                     '''
@@ -421,15 +390,16 @@ async def cascade(
                     return not (
                         # the source is likely backfilling and we must
                         # sync history calculations
-                        len_diff > 2
+                        len_diff > 2 or
 
                         # we aren't step synced to the source and may be
                         # leading/lagging by a step
-                        or step_diff > 1
-                        or step_diff < 0
+                        step_diff > 1 or
+                        step_diff < 0
                     ), step_diff, len_diff
 
                 async def poll_and_sync_to_step(
+
                     tracker: TaskTracker,
                     src: ShmArray,
                     dst: ShmArray,
@@ -448,23 +418,18 @@ async def cascade(
                 # detect sample period step for subscription to increment
                 # signal
                 times = src.array['time']
-                if len(times) > 1:
-                    last_ts = times[-1]
-                    delay_s = float(last_ts - times[times != last_ts][-1])
-                else:
-                    # our default "HFT" sample rate.
-                    delay_s = _default_delay_s
+                delay_s = times[-1] - times[times != times[-1]][-1]
 
-                # sub and increment the underlying shared memory buffer
-                # on every step msg received from the global `samplerd`
-                # service.
-                async with open_sample_stream(float(delay_s)) as istream:
+                # Increment the underlying shared memory buffer on every
+                # "increment" msg received from the underlying data feed.
+                async with feed.index_stream(
+                    int(delay_s)
+                ) as istream:
 
                     profiler(f'{func_name}: sample stream up')
                     profiler.finish()
 
-                    async for i in istream:
-                        # print(f'FSP incrementing {i}')
+                    async for _ in istream:
 
                         # respawn the compute task if the source
                         # array has been updated such that we compute
@@ -493,23 +458,3 @@ async def cascade(
                             last = array[-1:].copy()
 
                         dst.push(last)
-
-                        # sync with source buffer's time step
-                        src_l2 = src.array[-2:]
-                        src_li, src_lt = src_l2[-1][['index', 'time']]
-                        src_2li, src_2lt = src_l2[-2][['index', 'time']]
-                        dst._array['time'][src_li] = src_lt
-                        dst._array['time'][src_2li] = src_2lt
-
-                        # last2 = dst.array[-2:]
-                        # if (
-                        #     last2[-1]['index'] != src_li
-                        #     or last2[-2]['index'] != src_2li
-                        # ):
-                        #     dstl2 = list(last2)
-                        #     srcl2 = list(src_l2)
-                        #     print(
-                        #         # f'{dst.token}\n'
-                        #         f'src: {srcl2}\n'
-                        #         f'dst: {dstl2}\n'
-                        #     )

piker/fsp/_volume.py

@@ -234,7 +234,7 @@ async def flow_rates(
     # FSPs, user input, and possibly any general event stream in
     # real-time. Hint: ideally implemented with caching until mutated
     # ;)
-    period: 'Param[int]' = 1,  # noqa
+    period: 'Param[int]' = 6,  # noqa
 
     # TODO: support other means by providing a map
     # to weights `partial()`-ed with `wma()`?
@@ -268,7 +268,8 @@ async def flow_rates(
         'dark_dvlm_rate': None,
     }
 
-    quote = await anext(source)
+    # TODO: 3.10 do ``anext()``
+    quote = await source.__anext__()
 
     # ltr = 0
     # lvr = 0

piker/pp.py

@@ -1,998 +0,0 @@
-# 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/>.
-'''
-Personal/Private position parsing, calculating, summarizing in a way
-that doesn't try to cuk most humans who prefer to not lose their moneys..
-(looking at you `ib` and dirt-bird friends)
-
-'''
-from contextlib import contextmanager as cm
-from pprint import pformat
-import os
-from os import path
-from math import copysign
-import re
-import time
-from typing import (
-    Any,
-    Iterator,
-    Optional,
-    Union,
-)
-
-import pendulum
-from pendulum import datetime, now
-import tomli
-import toml
-
-from . import config
-from .brokers import get_brokermod
-from .clearing._messages import BrokerdPosition, Status
-from .data._source import Symbol
-from .log import get_logger
-from .data.types import Struct
-
-log = get_logger(__name__)
-
-
-@cm
-def open_trade_ledger(
-    broker: str,
-    account: str,
-
-) -> str:
-    '''
-    Indempotently create and read in a trade log file from the
-    ``<configuration_dir>/ledgers/`` directory.
-
-    Files are named per broker account of the form
-    ``<brokername>_<accountname>.toml``. The ``accountname`` here is the
-    name as defined in the user's ``brokers.toml`` config.
-
-    '''
-    ldir = path.join(config._config_dir, 'ledgers')
-    if not path.isdir(ldir):
-        os.makedirs(ldir)
-
-    fname = f'trades_{broker}_{account}.toml'
-    tradesfile = path.join(ldir, fname)
-
-    if not path.isfile(tradesfile):
-        log.info(
-            f'Creating new local trades ledger: {tradesfile}'
-        )
-        with open(tradesfile, 'w') as cf:
-            pass  # touch
-    with open(tradesfile, 'rb') as cf:
-        start = time.time()
-        ledger = tomli.load(cf)
-        print(f'Ledger load took {time.time() - start}s')
-        cpy = ledger.copy()
-
-    try:
-        yield cpy
-    finally:
-        if cpy != ledger:
-            # TODO: show diff output?
-            # https://stackoverflow.com/questions/12956957/print-diff-of-python-dictionaries
-            print(f'Updating ledger for {tradesfile}:\n')
-            ledger.update(cpy)
-
-            # we write on close the mutated ledger data
-            with open(tradesfile, 'w') as cf:
-                toml.dump(ledger, cf)
-
-
-class Transaction(Struct, frozen=True):
-    # TODO: should this be ``.to`` (see below)?
-    fqsn: str
-
-    tid: Union[str, int]  # unique transaction id
-    size: float
-    price: float
-    cost: float  # commisions or other additional costs
-    dt: datetime
-    expiry: Optional[datetime] = None
-
-    # optional key normally derived from the broker
-    # backend which ensures the instrument-symbol this record
-    # is for is truly unique.
-    bsuid: Optional[Union[str, int]] = None
-
-    # optional fqsn for the source "asset"/money symbol?
-    # from: Optional[str] = None
-
-
-def iter_by_dt(
-    clears: dict[str, Any],
-) -> Iterator[tuple[str, dict]]:
-    '''
-    Iterate entries of a ``clears: dict`` table sorted by entry recorded
-    datetime presumably set at the ``'dt'`` field in each entry.
-
-    '''
-    for tid, data in sorted(
-        list(clears.items()),
-        key=lambda item: item[1]['dt'],
-    ):
-        yield tid, data
-
-
-class Position(Struct):
-    '''
-    Basic pp (personal/piker position) model with attached clearing
-    transaction history.
-
-    '''
-    symbol: Symbol
-
-    # can be +ve or -ve for long/short
-    size: float
-
-    # "breakeven price" above or below which pnl moves above and below
-    # zero for the entirety of the current "trade state".
-    ppu: float
-
-    # unique backend symbol id
-    bsuid: str
-
-    split_ratio: Optional[int] = None
-
-    # ordered record of known constituent trade messages
-    clears: dict[
-        Union[str, int, Status],  # trade id
-        dict[str, Any],  # transaction history summaries
-    ] = {}
-    first_clear_dt: Optional[datetime] = None
-
-    expiry: Optional[datetime] = None
-
-    def to_dict(self) -> dict:
-        return {
-            f: getattr(self, f)
-            for f in self.__struct_fields__
-        }
-
-    def to_pretoml(self) -> tuple[str, dict]:
-        '''
-        Prep this position's data contents for export to toml including
-        re-structuring of the ``.clears`` table to an array of
-        inline-subtables for better ``pps.toml`` compactness.
-
-        '''
-        d = self.to_dict()
-        clears = d.pop('clears')
-        expiry = d.pop('expiry')
-
-        if self.split_ratio is None:
-            d.pop('split_ratio')
-
-        # should be obvious from clears/event table
-        d.pop('first_clear_dt')
-
-        # TODO: we need to figure out how to have one top level
-        # listing venue here even when the backend isn't providing
-        # it via the trades ledger..
-        # drop symbol obj in serialized form
-        s = d.pop('symbol')
-        fqsn = s.front_fqsn()
-
-        if self.expiry is None:
-            d.pop('expiry', None)
-        elif expiry:
-            d['expiry'] = str(expiry)
-
-        toml_clears_list = []
-
-        # reverse sort so latest clears are at top of section?
-        for tid, data in iter_by_dt(clears):
-            inline_table = toml.TomlDecoder().get_empty_inline_table()
-
-            # serialize datetime to parsable `str`
-            inline_table['dt'] = str(data['dt'])
-
-            # insert optional clear fields in column order
-            for k in ['ppu', 'accum_size']:
-                val = data.get(k)
-                if val:
-                    inline_table[k] = val
-
-            # insert required fields
-            for k in ['price', 'size', 'cost']:
-                inline_table[k] = data[k]
-
-            inline_table['tid'] = tid
-            toml_clears_list.append(inline_table)
-
-        d['clears'] = toml_clears_list
-
-        return fqsn, d
-
-    def ensure_state(self) -> None:
-        '''
-        Audit either the `.size` and `.ppu` local instance vars against
-        the clears table calculations and return the calc-ed values if
-        they differ and log warnings to console.
-
-        '''
-        clears = list(self.clears.values())
-        self.first_clear_dt = min(list(entry['dt'] for entry in clears))
-        last_clear = clears[-1]
-
-        csize = self.calc_size()
-        accum = last_clear['accum_size']
-        if not self.expired():
-            if (
-                csize != accum
-                and csize != round(accum * self.split_ratio or 1)
-            ):
-                raise ValueError(f'Size mismatch: {csize}')
-        else:
-            assert csize == 0, 'Contract is expired but non-zero size?'
-
-        if self.size != csize:
-            log.warning(
-                'Position state mismatch:\n'
-                f'{self.size} => {csize}'
-            )
-            self.size = csize
-
-        cppu = self.calc_ppu()
-        ppu = last_clear['ppu']
-        if (
-            cppu != ppu
-            and self.split_ratio is not None
-            # handle any split info entered (for now) manually by user
-            and cppu != (ppu / self.split_ratio)
-        ):
-            raise ValueError(f'PPU mismatch: {cppu}')
-
-        if self.ppu != cppu:
-            log.warning(
-                'Position state mismatch:\n'
-                f'{self.ppu} => {cppu}'
-            )
-            self.ppu = cppu
-
-    def update_from_msg(
-        self,
-        msg: BrokerdPosition,
-
-    ) -> None:
-
-        # XXX: better place to do this?
-        symbol = self.symbol
-
-        lot_size_digits = symbol.lot_size_digits
-        ppu, size = (
-            round(
-                msg['avg_price'],
-                ndigits=symbol.tick_size_digits
-            ),
-            round(
-                msg['size'],
-                ndigits=lot_size_digits
-            ),
-        )
-
-        self.ppu = ppu
-        self.size = size
-
-    @property
-    def dsize(self) -> float:
-        '''
-        The "dollar" size of the pp, normally in trading (fiat) unit
-        terms.
-
-        '''
-        return self.ppu * self.size
-
-    # TODO: idea: "real LIFO" dynamic positioning.
-    # - when a trade takes place where the pnl for
-    # the (set of) trade(s) is below the breakeven price
-    # it may be that the trader took a +ve pnl on a short(er)
-    # term trade in the same account.
-    # - in this case we could recalc the be price to
-    # be reverted back to it's prior value before the nearest term
-    # trade was opened.?
-    # def lifo_price() -> float:
-    #     ...
-
-    def iter_clears(self) -> Iterator[tuple[str, dict]]:
-        '''
-        Iterate the internally managed ``.clears: dict`` table in
-        datetime-stamped order.
-
-        '''
-        return iter_by_dt(self.clears)
-
-    def calc_ppu(
-        self,
-        # include transaction cost in breakeven price
-        # and presume the worst case of the same cost
-        # to exit this transaction (even though in reality
-        # it will be dynamic based on exit stratetgy).
-        cost_scalar: float = 2,
-
-    ) -> float:
-        '''
-        Compute the "price-per-unit" price for the given non-zero sized
-        rolling position.
-
-        The recurrence relation which computes this (exponential) mean
-        per new clear which **increases** the accumulative postiion size
-        is:
-
-        ppu[-1] = (
-            ppu[-2] * accum_size[-2]
-            +
-            ppu[-1] * size
-        ) / accum_size[-1]
-
-        where `cost_basis` for the current step is simply the price
-        * size of the most recent clearing transaction.
-
-        '''
-        asize_h: list[float] = []  # historical accumulative size
-        ppu_h: list[float] = []  # historical price-per-unit
-
-        tid: str
-        entry: dict[str, Any]
-        for (tid, entry) in self.iter_clears():
-            clear_size = entry['size']
-            clear_price = entry['price']
-
-            last_accum_size = asize_h[-1] if asize_h else 0
-            accum_size = last_accum_size + clear_size
-            accum_sign = copysign(1, accum_size)
-
-            sign_change: bool = False
-
-            if accum_size == 0:
-                ppu_h.append(0)
-                asize_h.append(0)
-                continue
-
-            if accum_size == 0:
-                ppu_h.append(0)
-                asize_h.append(0)
-                continue
-
-            # test if the pp somehow went "passed" a net zero size state
-            # resulting in a change of the "sign" of the size (+ve for
-            # long, -ve for short).
-            sign_change = (
-                copysign(1, last_accum_size) + accum_sign == 0
-                and last_accum_size != 0
-            )
-
-            # since we passed the net-zero-size state the new size
-            # after sum should be the remaining size the new
-            # "direction" (aka, long vs. short) for this clear.
-            if sign_change:
-                clear_size = accum_size
-                abs_diff = abs(accum_size)
-                asize_h.append(0)
-                ppu_h.append(0)
-
-            else:
-                # old size minus the new size gives us size diff with
-                # +ve -> increase in pp size
-                # -ve -> decrease in pp size
-                abs_diff = abs(accum_size) - abs(last_accum_size)
-
-            # XXX: LIFO breakeven price update. only an increaze in size
-            # of the position contributes the breakeven price,
-            # a decrease does not (i.e. the position is being made
-            # smaller).
-            # abs_clear_size = abs(clear_size)
-            abs_new_size = abs(accum_size)
-
-            if abs_diff > 0:
-
-                cost_basis = (
-                    # cost basis for this clear
-                    clear_price * abs(clear_size)
-                    +
-                    # transaction cost
-                    accum_sign * cost_scalar * entry['cost']
-                )
-
-                if asize_h:
-                    size_last = abs(asize_h[-1])
-                    cb_last = ppu_h[-1] * size_last
-                    ppu = (cost_basis + cb_last) / abs_new_size
-
-                else:
-                    ppu = cost_basis / abs_new_size
-
-                ppu_h.append(ppu)
-                asize_h.append(accum_size)
-
-            else:
-                # on "exit" clears from a given direction,
-                # only the size changes not the price-per-unit
-                # need to be updated since the ppu remains constant
-                # and gets weighted by the new size.
-                asize_h.append(accum_size)
-                ppu_h.append(ppu_h[-1])
-
-        final_ppu = ppu_h[-1] if ppu_h else 0
-
-        # handle any split info entered (for now) manually by user
-        if self.split_ratio is not None:
-            final_ppu /= self.split_ratio
-
-        return final_ppu
-
-    def expired(self) -> bool:
-        '''
-        Predicate which checks if the contract/instrument is past its expiry.
-
-        '''
-        return bool(self.expiry) and self.expiry < now()
-
-    def calc_size(self) -> float:
-        '''
-        Calculate the unit size of this position in the destination
-        asset using the clears/trade event table; zero if expired.
-
-        '''
-        size: float = 0
-
-        # time-expired pps (normally derivatives) are "closed"
-        # and have a zero size.
-        if self.expired():
-            return 0
-
-        for tid, entry in self.clears.items():
-            size += entry['size']
-
-        if self.split_ratio is not None:
-            size = round(size * self.split_ratio)
-
-        return size
-
-    def minimize_clears(
-        self,
-
-    ) -> dict[str, dict]:
-        '''
-        Minimize the position's clears entries by removing
-        all transactions before the last net zero size to avoid
-        unecessary history irrelevant to the current pp state.
-
-        '''
-        size: float = 0
-        clears_since_zero: list[tuple(str, dict)] = []
-
-        # TODO: we might just want to always do this when iterating
-        # a ledger? keep a state of the last net-zero and only do the
-        # full iterate when no state was stashed?
-
-        # scan for the last "net zero" position by iterating
-        # transactions until the next net-zero size, rinse, repeat.
-        for tid, clear in self.clears.items():
-            size += clear['size']
-            clears_since_zero.append((tid, clear))
-
-            if size == 0:
-                clears_since_zero.clear()
-
-        self.clears = dict(clears_since_zero)
-        return self.clears
-
-    def add_clear(
-        self,
-        t: Transaction,
-    ) -> dict:
-        '''
-        Update clearing table and populate rolling ppu and accumulative
-        size in both the clears entry and local attrs state.
-
-        '''
-        clear = self.clears[t.tid] = {
-            'cost': t.cost,
-            'price': t.price,
-            'size': t.size,
-            'dt': t.dt,
-        }
-
-        # TODO: compute these incrementally instead
-        # of re-looping through each time resulting in O(n**2)
-        # behaviour..?
-
-        # NOTE: we compute these **after** adding the entry in order to
-        # make the recurrence relation math work inside
-        # ``.calc_size()``.
-        self.size = clear['accum_size'] = self.calc_size()
-        self.ppu = clear['ppu'] = self.calc_ppu()
-
-        return clear
-
-    def sugest_split(self) -> float:
-        ...
-
-
-class PpTable(Struct):
-
-    brokername: str
-    acctid: str
-    pps: dict[str, Position]
-    conf: Optional[dict] = {}
-
-    def update_from_trans(
-        self,
-        trans: dict[str, Transaction],
-        cost_scalar: float = 2,
-
-    ) -> dict[str, Position]:
-
-        pps = self.pps
-        updated: dict[str, Position] = {}
-
-        # lifo update all pps from records
-        for tid, t in trans.items():
-
-            pp = pps.setdefault(
-                t.bsuid,
-
-                # if no existing pp, allocate fresh one.
-                Position(
-                    Symbol.from_fqsn(
-                        t.fqsn,
-                        info={},
-                    ),
-                    size=0.0,
-                    ppu=0.0,
-                    bsuid=t.bsuid,
-                    expiry=t.expiry,
-                )
-            )
-            clears = pp.clears
-            if clears:
-                first_clear_dt = pp.first_clear_dt
-
-                # don't do updates for ledger records we already have
-                # included in the current pps state.
-                if (
-                    t.tid in clears
-                    or first_clear_dt and t.dt < first_clear_dt
-                ):
-                    # NOTE: likely you'll see repeats of the same
-                    # ``Transaction`` passed in here if/when you are restarting
-                    # a ``brokerd.ib`` where the API will re-report trades from
-                    # the current session, so we need to make sure we don't
-                    # "double count" these in pp calculations.
-                    continue
-
-            # update clearing table
-            pp.add_clear(t)
-            updated[t.bsuid] = pp
-
-        # minimize clears tables and update sizing.
-        for bsuid, pp in updated.items():
-            pp.ensure_state()
-
-        return updated
-
-    def dump_active(
-        self,
-    ) -> tuple[
-        dict[str, Position],
-        dict[str, Position]
-    ]:
-        '''
-        Iterate all tabulated positions, render active positions to
-        a ``dict`` format amenable to serialization (via TOML) and drop
-        from state (``.pps``) as well as return in a ``dict`` all
-        ``Position``s which have recently closed.
-
-        '''
-        # NOTE: newly closed position are also important to report/return
-        # since a consumer, like an order mode UI ;), might want to react
-        # based on the closure (for example removing the breakeven line
-        # and clearing the entry from any lists/monitors).
-        closed_pp_objs: dict[str, Position] = {}
-        open_pp_objs: dict[str, Position] = {}
-
-        pp_objs = self.pps
-        for bsuid in list(pp_objs):
-            pp = pp_objs[bsuid]
-
-            # XXX: debug hook for size mismatches
-            # qqqbsuid = 320227571
-            # if bsuid == qqqbsuid:
-            #     breakpoint()
-
-            pp.ensure_state()
-
-            if (
-                # "net-zero" is a "closed" position
-                pp.size == 0
-
-                # time-expired pps (normally derivatives) are "closed"
-                or (pp.expiry and pp.expiry < now())
-            ):
-                # for expired cases
-                pp.size = 0
-
-                # NOTE: we DO NOT pop the pp here since it can still be
-                # used to check for duplicate clears that may come in as
-                # new transaction from some backend API and need to be
-                # ignored; the closed positions won't be written to the
-                # ``pps.toml`` since ``pp_active_entries`` above is what's
-                # written.
-                closed_pp_objs[bsuid] = pp
-
-            else:
-                open_pp_objs[bsuid] = pp
-
-        return open_pp_objs, closed_pp_objs
-
-    def to_toml(
-        self,
-    ) -> dict[str, Any]:
-
-        active, closed = self.dump_active()
-
-        # ONLY dict-serialize all active positions; those that are closed
-        # we don't store in the ``pps.toml``.
-        to_toml_dict = {}
-
-        for bsuid, pos in active.items():
-
-            # keep the minimal amount of clears that make up this
-            # position since the last net-zero state.
-            pos.minimize_clears()
-            pos.ensure_state()
-
-            # serialize to pre-toml form
-            fqsn, asdict = pos.to_pretoml()
-            log.info(f'Updating active pp: {fqsn}')
-
-            # XXX: ugh, it's cuz we push the section under
-            # the broker name.. maybe we need to rethink this?
-            brokerless_key = fqsn.removeprefix(f'{self.brokername}.')
-            to_toml_dict[brokerless_key] = asdict
-
-        return to_toml_dict
-
-    def write_config(self) -> None:
-        '''
-        Write the current position table to the user's ``pps.toml``.
-
-        '''
-        # TODO: show diff output?
-        # https://stackoverflow.com/questions/12956957/print-diff-of-python-dictionaries
-        print(f'Updating ``pps.toml`` for {path}:\n')
-
-        # active, closed_pp_objs = table.dump_active()
-        pp_entries = self.to_toml()
-        self.conf[self.brokername][self.acctid] = pp_entries
-
-        # TODO: why tf haven't they already done this for inline
-        # tables smh..
-        enc = PpsEncoder(preserve=True)
-        # table_bs_type = type(toml.TomlDecoder().get_empty_inline_table())
-        enc.dump_funcs[
-            toml.decoder.InlineTableDict
-        ] = enc.dump_inline_table
-
-        config.write(
-            self.conf,
-            'pps',
-            encoder=enc,
-        )
-
-
-def load_pps_from_ledger(
-
-    brokername: str,
-    acctname: str,
-
-    # post normalization filter on ledger entries to be processed
-    filter_by: Optional[list[dict]] = None,
-
-) -> tuple[
-    dict[str, Transaction],
-    dict[str, Position],
-]:
-    '''
-    Open a ledger file by broker name and account and read in and
-    process any trade records into our normalized ``Transaction`` form
-    and then update the equivalent ``Pptable`` and deliver the two
-    bsuid-mapped dict-sets of the transactions and pps.
-
-    '''
-    with (
-        open_trade_ledger(brokername, acctname) as ledger,
-        open_pps(brokername, acctname) as table,
-    ):
-        if not ledger:
-            # null case, no ledger file with content
-            return {}
-
-        mod = get_brokermod(brokername)
-        src_records: dict[str, Transaction] = mod.norm_trade_records(ledger)
-
-        if filter_by:
-            records = {}
-            bsuids = set(filter_by)
-            for tid, r in src_records.items():
-                if r.bsuid in bsuids:
-                    records[tid] = r
-        else:
-            records = src_records
-
-        updated = table.update_from_trans(records)
-
-    return records, updated
-
-
-# TODO: instead see if we can hack tomli and tomli-w to do the same:
-# - https://github.com/hukkin/tomli
-# - https://github.com/hukkin/tomli-w
-class PpsEncoder(toml.TomlEncoder):
-    '''
-    Special "styled" encoder that makes a ``pps.toml`` redable and
-    compact by putting `.clears` tables inline and everything else
-    flat-ish.
-
-    '''
-    separator = ','
-
-    def dump_list(self, v):
-        '''
-        Dump an inline list with a newline after every element and
-        with consideration for denoted inline table types.
-
-        '''
-        retval = "[\n"
-        for u in v:
-            if isinstance(u, toml.decoder.InlineTableDict):
-                out = self.dump_inline_table(u)
-            else:
-                out = str(self.dump_value(u))
-
-            retval += " " + out + "," + "\n"
-        retval += "]"
-        return retval
-
-    def dump_inline_table(self, section):
-        """Preserve inline table in its compact syntax instead of expanding
-        into subsection.
-        https://github.com/toml-lang/toml#user-content-inline-table
-        """
-        val_list = []
-        for k, v in section.items():
-            # if isinstance(v, toml.decoder.InlineTableDict):
-            if isinstance(v, dict):
-                val = self.dump_inline_table(v)
-            else:
-                val = str(self.dump_value(v))
-
-            val_list.append(k + " = " + val)
-
-        retval = "{ " + ", ".join(val_list) + " }"
-        return retval
-
-    def dump_sections(self, o, sup):
-        retstr = ""
-        if sup != "" and sup[-1] != ".":
-            sup += '.'
-        retdict = self._dict()
-        arraystr = ""
-        for section in o:
-            qsection = str(section)
-            value = o[section]
-
-            if not re.match(r'^[A-Za-z0-9_-]+$', section):
-                qsection = toml.encoder._dump_str(section)
-
-            # arrayoftables = False
-            if (
-                self.preserve
-                and isinstance(value, toml.decoder.InlineTableDict)
-            ):
-                retstr += (
-                    qsection
-                    +
-                    " = "
-                    +
-                    self.dump_inline_table(o[section])
-                    +
-                    '\n'  # only on the final terminating left brace
-                )
-
-            # XXX: this code i'm pretty sure is just blatantly bad
-            # and/or wrong..
-            # if isinstance(o[section], list):
-            #     for a in o[section]:
-            #         if isinstance(a, dict):
-            #             arrayoftables = True
-            # if arrayoftables:
-            #     for a in o[section]:
-            #         arraytabstr = "\n"
-            #         arraystr += "[[" + sup + qsection + "]]\n"
-            #         s, d = self.dump_sections(a, sup + qsection)
-            #         if s:
-            #             if s[0] == "[":
-            #                 arraytabstr += s
-            #             else:
-            #                 arraystr += s
-            #         while d:
-            #             newd = self._dict()
-            #             for dsec in d:
-            #                 s1, d1 = self.dump_sections(d[dsec], sup +
-            #                                             qsection + "." +
-            #                                             dsec)
-            #                 if s1:
-            #                     arraytabstr += ("[" + sup + qsection +
-            #                                     "." + dsec + "]\n")
-            #                     arraytabstr += s1
-            #                 for s1 in d1:
-            #                     newd[dsec + "." + s1] = d1[s1]
-            #             d = newd
-            #         arraystr += arraytabstr
-
-            elif isinstance(value, dict):
-                retdict[qsection] = o[section]
-
-            elif o[section] is not None:
-                retstr += (
-                    qsection
-                    +
-                    " = "
-                    +
-                    str(self.dump_value(o[section]))
-                )
-
-                # if not isinstance(value, dict):
-                if not isinstance(value, toml.decoder.InlineTableDict):
-                    # inline tables should not contain newlines:
-                    # https://toml.io/en/v1.0.0#inline-table
-                    retstr += '\n'
-
-            else:
-                raise ValueError(value)
-
-        retstr += arraystr
-        return (retstr, retdict)
-
-
-@cm
-def open_pps(
-    brokername: str,
-    acctid: str,
-    write_on_exit: bool = True,
-
-) -> PpTable:
-    '''
-    Read out broker-specific position entries from
-    incremental update file: ``pps.toml``.
-
-    '''
-    conf, path = config.load('pps')
-    brokersection = conf.setdefault(brokername, {})
-    pps = brokersection.setdefault(acctid, {})
-
-    # TODO: ideally we can pass in an existing
-    # pps state to this right? such that we
-    # don't have to do a ledger reload all the
-    # time.. a couple ideas I can think of,
-    # - mirror this in some client side actor which
-    #   does the actual ledger updates (say the paper
-    #   engine proc if we decide to always spawn it?),
-    # - do diffs against updates from the ledger writer
-    #   actor and the in-mem state here?
-
-    pp_objs = {}
-    table = PpTable(
-        brokername,
-        acctid,
-        pp_objs,
-        conf=conf,
-    )
-
-    # unmarshal/load ``pps.toml`` config entries into object form
-    # and update `PpTable` obj entries.
-    for fqsn, entry in pps.items():
-        bsuid = entry['bsuid']
-
-        # convert clears sub-tables (only in this form
-        # for toml re-presentation) back into a master table.
-        clears_list = entry['clears']
-
-        # index clears entries in "object" form by tid in a top
-        # level dict instead of a list (as is presented in our
-        # ``pps.toml``).
-        clears = pp_objs.setdefault(bsuid, {})
-
-        # TODO: should be make a ``Struct`` for clear/event entries?
-        # convert "clear events table" from the toml config (list of
-        # a dicts) and load it into object form for use in position
-        # processing of new clear events.
-        trans: list[Transaction] = []
-
-        for clears_table in clears_list:
-            tid = clears_table.pop('tid')
-            dtstr = clears_table['dt']
-            dt = pendulum.parse(dtstr)
-            clears_table['dt'] = dt
-            trans.append(Transaction(
-                fqsn=bsuid,
-                bsuid=bsuid,
-                tid=tid,
-                size=clears_table['size'],
-                price=clears_table['price'],
-                cost=clears_table['cost'],
-                dt=dt,
-            ))
-            clears[tid] = clears_table
-
-        size = entry['size']
-
-        # TODO: remove but, handle old field name for now
-        ppu = entry.get('ppu', entry.get('be_price', 0))
-        split_ratio = entry.get('split_ratio')
-
-        expiry = entry.get('expiry')
-        if expiry:
-            expiry = pendulum.parse(expiry)
-
-        pp = pp_objs[bsuid] = Position(
-            Symbol.from_fqsn(fqsn, info={}),
-            size=size,
-            ppu=ppu,
-            split_ratio=split_ratio,
-            expiry=expiry,
-            bsuid=entry['bsuid'],
-        )
-
-        # XXX: super critical, we need to be sure to include
-        # all pps.toml clears to avoid reusing clears that were
-        # already included in the current incremental update
-        # state, since today's records may have already been
-        # processed!
-        for t in trans:
-            pp.add_clear(t)
-
-        # audit entries loaded from toml
-        pp.ensure_state()
-
-    try:
-        yield table
-    finally:
-        if write_on_exit:
-            table.write_config()
-
-
-if __name__ == '__main__':
-    import sys
-
-    args = sys.argv
-    assert len(args) > 1, 'Specifiy account(s) from `brokers.toml`'
-    args = args[1:]
-    for acctid in args:
-        broker, name = acctid.split('.')
-        trans, updated_pps = load_pps_from_ledger(broker, name)
-        print(
-            f'Processing transactions into pps for {broker}:{acctid}\n'
-            f'{pformat(trans)}\n\n'
-            f'{pformat(updated_pps)}'
-        )

piker/ui/_annotate.py

@@ -32,22 +32,16 @@ def mk_marker_path(
     style: str,
 
 ) -> QGraphicsPathItem:
-    '''
-    Add a marker to be displayed on the line wrapped in
-    a ``QGraphicsPathItem`` ready to be placed using scene coordinates
-    (not view).
+    """Add a marker to be displayed on the line wrapped in a ``QGraphicsPathItem``
+    ready to be placed using scene coordinates (not view).
 
     **Arguments**
     style        String indicating the style of marker to add:
                   ``'<|'``, ``'|>'``, ``'>|'``, ``'|<'``, ``'<|>'``,
                   ``'>|<'``, ``'^'``, ``'v'``, ``'o'``
+    size          Size of the marker in pixels.
 
-    This code is taken nearly verbatim from the
-    `InfiniteLine.addMarker()` method but does not attempt do be aware
-    of low(er) level graphics controls and expects for the output
-    polygon to be applied to a ``QGraphicsPathItem``.
-
-    '''
+    """
     path = QtGui.QPainterPath()
 
     if style == 'o':
@@ -93,8 +87,7 @@ def mk_marker_path(
 
 
 class LevelMarker(QGraphicsPathItem):
-    '''
-    An arrow marker path graphich which redraws itself
+    '''An arrow marker path graphich which redraws itself
     to the specified view coordinate level on each paint cycle.
 
     '''
@@ -111,8 +104,7 @@ class LevelMarker(QGraphicsPathItem):
 
         # get polygon and scale
         super().__init__()
-        # self.setScale(size, size)
-        self.setScale(size)
+        self.scale(size, size)
 
         # interally generates path
         self._style = None
@@ -122,7 +114,6 @@ class LevelMarker(QGraphicsPathItem):
 
         self.get_level = get_level
         self._on_paint = on_paint
-
         self.scene_x = lambda: chart.marker_right_points()[1]
         self.level: float = 0
         self.keep_in_view = keep_in_view
@@ -158,9 +149,12 @@ class LevelMarker(QGraphicsPathItem):
     def w(self) -> float:
         return self.path_br().width()
 
-    def position_in_view(self) -> None:
-        '''
-        Show a pp off-screen indicator for a level label.
+    def position_in_view(
+        self,
+        # level: float,
+
+    ) -> None:
+        '''Show a pp off-screen indicator for a level label.
 
         This is like in fps games where you have a gps "nav" indicator
         but your teammate is outside the range of view, except in 2D, on
@@ -168,6 +162,7 @@ class LevelMarker(QGraphicsPathItem):
 
         '''
         level = self.get_level()
+
         view = self.chart.getViewBox()
         vr = view.state['viewRange']
         ymn, ymx = vr[1]
@@ -191,6 +186,7 @@ class LevelMarker(QGraphicsPathItem):
             )
 
         elif level < ymn:  # pin to bottom of view
+
             self.setPos(
                 QPointF(
                     x,
@@ -215,8 +211,7 @@ class LevelMarker(QGraphicsPathItem):
         w: QtWidgets.QWidget
 
     ) -> None:
-        '''
-        Core paint which we override to always update
+        '''Core paint which we override to always update
         our marker position in scene coordinates from a
         view cooridnate "level".
 
@@ -240,12 +235,11 @@ def qgo_draw_markers(
     right_offset: float,
 
 ) -> float:
-    '''
-    Paint markers in ``pg.GraphicsItem`` style by first
+    """Paint markers in ``pg.GraphicsItem`` style by first
     removing the view transform for the painter, drawing the markers
     in scene coords, then restoring the view coords.
 
-    '''
+    """
     # paint markers in native coordinate system
     orig_tr = p.transform()
 

piker/ui/_app.py

@@ -19,16 +19,15 @@ Main app startup and run.
 
 '''
 from functools import partial
-from types import ModuleType
 
 from PyQt5.QtCore import QEvent
 import trio
 
 from .._daemon import maybe_spawn_brokerd
+from ..brokers import get_brokermod
 from . import _event
 from ._exec import run_qtractor
 from ..data.feed import install_brokerd_search
-from ..data._source import unpack_fqsn
 from . import _search
 from ._chart import GodWidget
 from ..log import get_logger
@@ -37,26 +36,27 @@ log = get_logger(__name__)
 
 
 async def load_provider_search(
-    brokermod: str,
+
+    broker: str,
     loglevel: str,
 
 ) -> None:
 
-    name = brokermod.name
-    log.info(f'loading brokerd for {name}..')
+    log.info(f'loading brokerd for {broker}..')
 
     async with (
 
         maybe_spawn_brokerd(
-            name,
+            broker,
             loglevel=loglevel
         ) as portal,
 
         install_brokerd_search(
             portal,
-            brokermod,
+            get_brokermod(broker),
         ),
     ):
+
         # keep search engine stream up until cancelled
         await trio.sleep_forever()
 
@@ -66,8 +66,8 @@ async def _async_main(
     # implicit required argument provided by ``qtractor_run()``
     main_widget: GodWidget,
 
-    syms: list[str],
-    brokers: dict[str, ModuleType],
+    sym: str,
+    brokernames: str,
     loglevel: str,
 
 ) -> None:
@@ -78,8 +78,6 @@ async def _async_main(
 
     """
     from . import _display
-    from ._pg_overrides import _do_overrides
-    _do_overrides()
 
     godwidget = main_widget
 
@@ -99,11 +97,6 @@ async def _async_main(
     sbar = godwidget.window.status_bar
     starting_done = sbar.open_status('starting ze sexy chartz')
 
-    needed_brokermods: dict[str, ModuleType] = {}
-    for fqsn in syms:
-        brokername, *_ = unpack_fqsn(fqsn)
-        needed_brokermods[brokername] = brokers[brokername]
-
     async with (
         trio.open_nursery() as root_n,
     ):
@@ -114,14 +107,18 @@ async def _async_main(
         # setup search widget and focus main chart view at startup
         # search widget is a singleton alongside the godwidget
         search = _search.SearchWidget(godwidget=godwidget)
-        # search.bar.unfocus()
-        # godwidget.hbox.addWidget(search)
+        search.bar.unfocus()
+
+        godwidget.hbox.addWidget(search)
         godwidget.search = search
 
+        symbol, _, provider = sym.rpartition('.')
+
         # this internally starts a ``display_symbol_data()`` task above
-        order_mode_ready = await godwidget.load_symbols(
-            fqsns=syms,
-            loglevel=loglevel,
+        order_mode_ready = await godwidget.load_symbol(
+            provider,
+            symbol,
+            loglevel
         )
 
         # spin up a search engine for the local cached symbol set
@@ -138,12 +135,8 @@ async def _async_main(
         ):
             # load other providers into search **after**
             # the chart's select cache
-            for brokername, mod in needed_brokermods.items():
-                root_n.start_soon(
-                    load_provider_search,
-                    mod,
-                    loglevel,
-                )
+            for broker in brokernames:
+                root_n.start_soon(load_provider_search, broker, loglevel)
 
             await order_mode_ready.wait()
 
@@ -172,22 +165,19 @@ async def _async_main(
 
 
 def _main(
-    syms: list[str],
-    brokermods: list[ModuleType],
+    sym: str,
+    brokernames: [str],
     piker_loglevel: str,
     tractor_kwargs,
 ) -> None:
     '''
-    Sync entry point to start a chart: a ``tractor`` + Qt runtime.
+    Sync entry point to start a chart: a ``tractor`` + Qt runtime
+    entry point
 
     '''
     run_qtractor(
         func=_async_main,
-        args=(
-            syms,
-            {mod.name: mod for mod in brokermods},
-            piker_loglevel,
-        ),
-        main_widget_type=GodWidget,
+        args=(sym, brokernames, piker_loglevel),
+        main_widget=GodWidget,
         tractor_kwargs=tractor_kwargs,
     )

piker/ui/_axes.py

@@ -18,7 +18,6 @@
 Chart axes graphics and behavior.
 
 """
-from __future__ import annotations
 from functools import lru_cache
 from typing import Optional, Callable
 from math import floor
@@ -28,7 +27,6 @@ import pyqtgraph as pg
 from PyQt5 import QtCore, QtGui, QtWidgets
 from PyQt5.QtCore import QPointF
 
-from . import _pg_overrides as pgo
 from ..data._source import float_digits
 from ._label import Label
 from ._style import DpiAwareFont, hcolor, _font
@@ -41,17 +39,12 @@ class Axis(pg.AxisItem):
     '''
     A better axis that sizes tick contents considering font size.
 
-    Also includes tick values lru caching originally proposed in but never
-    accepted upstream:
-    https://github.com/pyqtgraph/pyqtgraph/pull/2160
-
     '''
     def __init__(
         self,
-        plotitem: pgo.PlotItem,
-        typical_max_str: str = '100 000.000  ',
+        linkedsplits,
+        typical_max_str: str = '100 000.000',
         text_color: str = 'bracket',
-        lru_cache_tick_strings: bool = True,
         **kwargs
 
     ) -> None:
@@ -63,78 +56,41 @@ class Axis(pg.AxisItem):
         # XXX: pretty sure this makes things slower
         # self.setCacheMode(QtWidgets.QGraphicsItem.DeviceCoordinateCache)
 
-        self.pi = plotitem
+        self.linkedsplits = linkedsplits
         self._dpi_font = _font
 
         self.setTickFont(_font.font)
         font_size = self._dpi_font.font.pixelSize()
 
-        style_conf = {
-            'textFillLimits': [(0, 0.5)],
-            'tickFont': self._dpi_font.font,
-
-        }
-        text_offset = None
         if self.orientation in ('bottom',):
             text_offset = floor(0.25 * font_size)
 
         elif self.orientation in ('left', 'right'):
             text_offset = floor(font_size / 2)
 
-        if text_offset:
-            style_conf.update({
+        self.setStyle(**{
+            'textFillLimits': [(0, 0.5)],
+            'tickFont': self._dpi_font.font,
+
             # offset of text *away from* axis line in px
             # use approx. half the font pixel size (height)
             'tickTextOffset': text_offset,
         })
 
-        self.setStyle(**style_conf)
         self.setTickFont(_font.font)
 
         # NOTE: this is for surrounding "border"
         self.setPen(_axis_pen)
 
         # this is the text color
+        # self.setTextPen(pg.mkPen(hcolor(text_color)))
         self.text_color = text_color
 
-        # generate a bounding rect based on sizing to a "typical"
-        # maximum length-ed string defined as init default.
         self.typical_br = _font._qfm.boundingRect(typical_max_str)
 
         # size the pertinent axis dimension to a "typical value"
         self.size_to_values()
 
-        # NOTE: requires override ``.tickValues()`` method seen below.
-        if lru_cache_tick_strings:
-            self.tickStrings = lru_cache(
-                maxsize=2**20
-            )(self.tickStrings)
-
-        # axis "sticky" labels
-        self._stickies: dict[str, YAxisLabel] = {}
-
-    # NOTE: only overriden to cast tick values entries into tuples
-    # for use with the lru caching.
-    def tickValues(
-        self,
-        minVal: float,
-        maxVal: float,
-        size: int,
-
-    ) -> list[tuple[float, tuple[str]]]:
-        '''
-        Repack tick values into tuples for lru caching.
-
-        '''
-        ticks = []
-        for scalar, values in super().tickValues(minVal, maxVal, size):
-            ticks.append((
-                scalar,
-                tuple(values),  # this
-            ))
-
-        return ticks
-
     @property
     def text_color(self) -> str:
         return self._text_color
@@ -150,38 +106,6 @@ class Axis(pg.AxisItem):
     def txt_offsets(self) -> tuple[int, int]:
         return tuple(self.style['tickTextOffset'])
 
-    def add_sticky(
-        self,
-        pi: pgo.PlotItem,
-        name: None | str = None,
-        digits: None | int = 2,
-        bg_color='default',
-        fg_color='black',
-
-    ) -> YAxisLabel:
-
-        # if the sticky is for our symbol
-        # use the tick size precision for display
-        name = name or pi.name
-        digits = digits or 2
-
-        # TODO: ``._ysticks`` should really be an attr on each
-        # ``PlotItem`` now instead of the containing widget (because of
-        # overlays) ?
-
-        # add y-axis "last" value label
-        sticky = self._stickies[name] = YAxisLabel(
-            pi=pi,
-            parent=self,
-            digits=digits,  # TODO: pass this from symbol data
-            opacity=0.9,  # slight see-through
-            bg_color=bg_color,
-            fg_color=fg_color,
-        )
-
-        pi.sigRangeChanged.connect(sticky.update_on_resize)
-        return sticky
-
 
 class PriceAxis(Axis):
 
@@ -243,6 +167,7 @@ class PriceAxis(Axis):
         self._min_tick = size
 
     def size_to_values(self) -> None:
+        # self.typical_br = _font._qfm.boundingRect(typical_max_str)
         self.setWidth(self.typical_br.width())
 
     # XXX: drop for now since it just eats up h space
@@ -297,47 +222,28 @@ class DynamicDateAxis(Axis):
 
     ) -> list[str]:
 
-        # XX: ARGGGGG AG:LKSKDJF:LKJSDFD
-        chart = self.pi.chart_widget
-
-        viz = chart._vizs[chart.name]
-        shm = viz.shm
-        array = shm.array
-        times = array['time']
-        i_0, i_l = times[0], times[-1]
-
-        if (
-            (indexes[0] < i_0
-             and indexes[-1] < i_l)
-            or
-            (indexes[0] > i_0
-             and indexes[-1] > i_l)
-        ):
-            return []
-
-        if viz.index_field == 'index':
-            arr_len = times.shape[0]
+        chart = self.linkedsplits.chart
+        flow = chart._flows[chart.name]
+        shm = flow.shm
+        bars = shm.array
         first = shm._first.value
-            epochs = times[
-                list(
+
+        bars_len = len(bars)
+        times = bars['time']
+
+        epochs = times[list(
             map(
                 int,
                 filter(
-                            lambda i: i > 0 and i < arr_len,
-                            (i - first for i in indexes)
+                    lambda i: i > 0 and i < bars_len,
+                    (i-first for i in indexes)
                 )
             )
-                )
-            ]
-        else:
-            epochs = list(map(int, indexes))
+        )]
 
         # TODO: **don't** have this hard coded shift to EST
         # delay = times[-1] - times[-2]
-        dts = np.array(
-            epochs,
-            dtype='datetime64[s]',
-        )
+        dts = np.array(epochs, dtype='datetime64[s]')
 
         # see units listing:
         # https://numpy.org/devdocs/reference/arrays.datetime.html#datetime-units
@@ -355,39 +261,24 @@ class DynamicDateAxis(Axis):
         spacing: float,
 
     ) -> list[str]:
-
-        return self._indexes_to_timestrs(values)
-
-        # NOTE: handy for debugging the lru cache
         # info = self.tickStrings.cache_info()
         # print(info)
+        return self._indexes_to_timestrs(values)
 
 
 class AxisLabel(pg.GraphicsObject):
 
-    # relative offsets *OF* the bounding rect relative
-    # to parent graphics object.
-    # eg.  <parent>| => <_x_br_offset> => | <text> |
-    _x_br_offset: float = 0
-    _y_br_offset: float = 0
-
-    # relative offsets of text *within* bounding rect
-    # eg. | <_x_margin> => <text> |
-    _x_margin: float = 0
-    _y_margin: float = 0
-
-    # multiplier of the text content's height in order
-    # to force a larger (y-dimension) bounding rect.
-    _y_txt_h_scaling: float = 1
+    _x_margin = 0
+    _y_margin = 0
 
     def __init__(
         self,
         parent: pg.GraphicsItem,
         digits: int = 2,
 
-        bg_color: str = 'default',
+        bg_color: str = 'bracket',
         fg_color: str = 'black',
-        opacity: int = .8,  # XXX: seriously don't set this to 0
+        opacity: int = 1,  # XXX: seriously don't set this to 0
         font_size: str = 'default',
 
         use_arrow: bool = True,
@@ -398,7 +289,6 @@ class AxisLabel(pg.GraphicsObject):
         self.setParentItem(parent)
 
         self.setFlag(self.ItemIgnoresTransformations)
-        self.setZValue(100)
 
         # XXX: pretty sure this is faster
         self.setCacheMode(QtWidgets.QGraphicsItem.DeviceCoordinateCache)
@@ -430,14 +320,14 @@ class AxisLabel(pg.GraphicsObject):
         p: QtGui.QPainter,
         opt: QtWidgets.QStyleOptionGraphicsItem,
         w: QtWidgets.QWidget
-
     ) -> None:
-        '''
-        Draw a filled rectangle based on the size of ``.label_str`` text.
+        """Draw a filled rectangle based on the size of ``.label_str`` text.
 
         Subtypes can customize further by overloading ``.draw()``.
 
-        '''
+        """
+        # p.setCompositionMode(QtWidgets.QPainter.CompositionMode_SourceOver)
+
         if self.label_str:
 
             # if not self.rect:
@@ -448,11 +338,7 @@ class AxisLabel(pg.GraphicsObject):
 
             p.setFont(self._dpifont.font)
             p.setPen(self.fg_color)
-            p.drawText(
-                self.rect,
-                self.text_flags,
-                self.label_str,
-            )
+            p.drawText(self.rect, self.text_flags, self.label_str)
 
     def draw(
         self,
@@ -460,8 +346,6 @@ class AxisLabel(pg.GraphicsObject):
         rect: QtCore.QRectF
     ) -> None:
 
-        p.setOpacity(self.opacity)
-
         if self._use_arrow:
             if not self.path:
                 self._draw_arrow_path()
@@ -469,13 +353,15 @@ class AxisLabel(pg.GraphicsObject):
             p.drawPath(self.path)
             p.fillPath(self.path, pg.mkBrush(self.bg_color))
 
+        # this adds a nice black outline around the label for some odd
+        # reason; ok by us
+        p.setOpacity(self.opacity)
+
         # this cause the L1 labels to glitch out if used in the subtype
         # and it will leave a small black strip with the arrow path if
         # done before the above
-        p.fillRect(
-            self.rect,
-            self.bg_color,
-        )
+        p.fillRect(self.rect, self.bg_color)
+
 
     def boundingRect(self):  # noqa
         '''
@@ -519,18 +405,15 @@ class AxisLabel(pg.GraphicsObject):
         txt_h, txt_w = txt_br.height(), txt_br.width()
         # print(f'wsw: {self._dpifont.boundingRect(" ")}')
 
-        # allow subtypes to override width and height
+        # allow subtypes to specify a static width and height
         h, w = self.size_hint()
+        # print(f'axis size: {self._parent.size()}')
+        # print(f'axis geo: {self._parent.geometry()}')
 
         self.rect = QtCore.QRectF(
-
-            # relative bounds offsets
-            self._x_br_offset,
-            self._y_br_offset,
-
+            0, 0,
             (w or txt_w) + self._x_margin / 2,
-
-            (h or txt_h) * self._y_txt_h_scaling + (self._y_margin / 2),
+            (h or txt_h) + self._y_margin / 2,
         )
         # print(self.rect)
         # hb = self.path.controlPointRect()
@@ -606,7 +489,7 @@ class XAxisLabel(AxisLabel):
 
 
 class YAxisLabel(AxisLabel):
-    _y_margin: int = 4
+    _y_margin = 4
 
     text_flags = (
         QtCore.Qt.AlignLeft
@@ -617,19 +500,19 @@ class YAxisLabel(AxisLabel):
 
     def __init__(
         self,
-        pi: pgo.PlotItem,
+        chart,
         *args,
         **kwargs
     ) -> None:
 
         super().__init__(*args, **kwargs)
 
-        self._pi = pi
-        pi.sigRangeChanged.connect(self.update_on_resize)
+        self._chart = chart
+
+        chart.sigRangeChanged.connect(self.update_on_resize)
 
         self._last_datum = (None, None)
 
-        self.x_offset = 0
         # pull text offset from axis from parent axis
         if getattr(self._parent, 'txt_offsets', False):
             self.x_offset, y_offset = self._parent.txt_offsets()
@@ -648,8 +531,7 @@ class YAxisLabel(AxisLabel):
         value: float,  # data for text
 
         # on odd dimension and/or adds nice black line
-        x_offset: int = 0,
-
+        x_offset: Optional[int] = None
     ) -> None:
 
         # this is read inside ``.paint()``
@@ -695,7 +577,7 @@ class YAxisLabel(AxisLabel):
             self._last_datum = (index, value)
 
         self.update_label(
-            self._pi.mapFromView(QPointF(index, value)),
+            self._chart.mapFromView(QPointF(index, value)),
             value
         )
 

piker/ui/_compression.py

@@ -15,30 +15,17 @@
 # along with this program.  If not, see <https://www.gnu.org/licenses/>.
 
 '''
-Graphics downsampling using the infamous M4 algorithm.
-
-This is one of ``piker``'s secret weapons allowing us to boss all other
-charting platforms B)
-
-(AND DON'T YOU DARE TAKE THIS CODE WITHOUT CREDIT OR WE'LL SUE UR F#&@* ASS).
-
-NOTES: this method is a so called "visualization driven data
-aggregation" approach. It gives error-free line chart
-downsampling, see
-further scientific paper resources:
-- http://www.vldb.org/pvldb/vol7/p797-jugel.pdf
-- http://www.vldb.org/2014/program/papers/demo/p997-jugel.pdf
-
-Details on implementation of this algo are based in,
-https://github.com/pikers/piker/issues/109
+Graphics related downsampling routines for compressing to pixel
+limits on the display device.
 
 '''
 import math
 from typing import Optional
 
 import numpy as np
+from numpy.lib import recfunctions as rfn
 from numba import (
-    njit,
+    jit,
     # float64, optional, int64,
 )
 
@@ -48,6 +35,109 @@ from ..log import get_logger
 log = get_logger(__name__)
 
 
+def hl2mxmn(ohlc: np.ndarray) -> np.ndarray:
+    '''
+    Convert a OHLC struct-array containing 'high'/'low' columns
+    to a "joined" max/min 1-d array.
+
+    '''
+    index = ohlc['index']
+    hls = ohlc[[
+        'low',
+        'high',
+    ]]
+
+    mxmn = np.empty(2*hls.size, dtype=np.float64)
+    x = np.empty(2*hls.size, dtype=np.float64)
+    trace_hl(hls, mxmn, x, index[0])
+    x = x + index[0]
+
+    return mxmn, x
+
+
+@jit(
+    # TODO: the type annots..
+    # float64[:](float64[:],),
+    nopython=True,
+)
+def trace_hl(
+    hl: 'np.ndarray',
+    out: np.ndarray,
+    x: np.ndarray,
+    start: int,
+
+    # the "offset" values in the x-domain which
+    # place the 2 output points around each ``int``
+    # master index.
+    margin: float = 0.43,
+
+) -> None:
+    '''
+    "Trace" the outline of the high-low values of an ohlc sequence
+    as a line such that the maximum deviation (aka disperaion) between
+    bars if preserved.
+
+    This routine is expected to modify input arrays in-place.
+
+    '''
+    last_l = hl['low'][0]
+    last_h = hl['high'][0]
+
+    for i in range(hl.size):
+        row = hl[i]
+        l, h = row['low'], row['high']
+
+        up_diff = h - last_l
+        down_diff = last_h - l
+
+        if up_diff > down_diff:
+            out[2*i + 1] = h
+            out[2*i] = last_l
+        else:
+            out[2*i + 1] = l
+            out[2*i] = last_h
+
+        last_l = l
+        last_h = h
+
+        x[2*i] = int(i) - margin
+        x[2*i + 1] = int(i) + margin
+
+    return out
+
+
+def ohlc_flatten(
+    ohlc: np.ndarray,
+    use_mxmn: bool = True,
+
+) -> tuple[np.ndarray, np.ndarray]:
+    '''
+    Convert an OHLCV struct-array into a flat ready-for-line-plotting
+    1-d array that is 4 times the size with x-domain values distributed
+    evenly (by 0.5 steps) over each index.
+
+    '''
+    index = ohlc['index']
+
+    if use_mxmn:
+        # traces a line optimally over highs to lows
+        # using numba. NOTE: pretty sure this is faster
+        # and looks about the same as the below output.
+        flat, x = hl2mxmn(ohlc)
+
+    else:
+        flat = rfn.structured_to_unstructured(
+            ohlc[['open', 'high', 'low', 'close']]
+        ).flatten()
+
+        x = np.linspace(
+            start=index[0] - 0.5,
+            stop=index[-1] + 0.5,
+            num=len(flat),
+        )
+    return x, flat
+
+
 def ds_m4(
     x: np.ndarray,
     y: np.ndarray,
@@ -70,6 +160,16 @@ def ds_m4(
     This is more or less an OHLC style sampling of a line-style series.
 
     '''
+    # NOTE: this method is a so called "visualization driven data
+    # aggregation" approach. It gives error-free line chart
+    # downsampling, see
+    # further scientific paper resources:
+    # - http://www.vldb.org/pvldb/vol7/p797-jugel.pdf
+    # - http://www.vldb.org/2014/program/papers/demo/p997-jugel.pdf
+
+    # Details on implementation of this algo are based in,
+    # https://github.com/pikers/piker/issues/109
+
     # XXX: from infinite on downsampling viewable graphics:
     # "one thing i remembered about the binning - if you are
     # picking a range within your timeseries the start and end bin
@@ -123,20 +223,14 @@ def ds_m4(
     assert frames >= (xrange / uppx)
 
     # call into ``numba``
-    (
-        nb,
-        x_out,
-        y_out,
-        ymn,
-        ymx,
-    ) = _m4(
+    nb, i_win, y_out = _m4(
         x,
         y,
 
         frames,
 
         # TODO: see func below..
-        # x_out,
+        # i_win,
         # y_out,
 
         # first index in x data to start at
@@ -149,14 +243,14 @@ def ds_m4(
     # filter out any overshoot in the input allocation arrays by
     # removing zero-ed tail entries which should start at a certain
     # index.
-    x_out = x_out[x_out != 0]
-    y_out = y_out[:x_out.size]
+    i_win = i_win[i_win != 0]
+    y_out = y_out[:i_win.size]
 
-    # print(f'M4 output ymn, ymx: {ymn},{ymx}')
-    return nb, x_out, y_out, ymn, ymx
+    return nb, i_win, y_out
 
 
-@njit(
+@jit(
+    nopython=True,
     nogil=True,
 )
 def _m4(
@@ -166,8 +260,8 @@ def _m4(
 
     frames: int,
 
-    # TODO: using this approach, having the ``.zeros()`` alloc lines
-    # below in pure python, there were segs faults and alloc crashes..
+    # TODO: using this approach by having the ``.zeros()`` alloc lines
+    # below, in put python was causing segs faults and alloc crashes..
     # we might need to see how it behaves with shm arrays and consider
     # allocating them once at startup?
 
@@ -180,22 +274,14 @@ def _m4(
     x_start: int,
     step: float,
 
-) -> tuple[
-    int,
-    np.ndarray,
-    np.ndarray,
-    float,
-    float,
-]:
-    '''
-    Implementation of the m4 algorithm in ``numba``:
-    http://www.vldb.org/pvldb/vol7/p797-jugel.pdf
+) -> int:
+    # nbins = len(i_win)
+    # count = len(xs)
 
-    '''
     # these are pre-allocated and mutated by ``numba``
     # code in-place.
     y_out = np.zeros((frames, 4), ys.dtype)
-    x_out = np.zeros(frames, xs.dtype)
+    i_win = np.zeros(frames, xs.dtype)
 
     bincount = 0
     x_left = x_start
@@ -209,34 +295,24 @@ def _m4(
 
     # set all bins in the left-most entry to the starting left-most x value
     # (aka a row broadcast).
-    x_out[bincount] = x_left
+    i_win[bincount] = x_left
     # set all y-values to the first value passed in.
     y_out[bincount] = ys[0]
 
-    # full input y-data mx and mn
-    mx: float = -np.inf
-    mn: float = np.inf
-
-    # compute OHLC style max / min values per window sized x-frame.
     for i in range(len(xs)):
-
         x = xs[i]
         y = ys[i]
-
         if x < x_left + step:   # the current window "step" is [bin, bin+1)
-            ymn = y_out[bincount, 1] = min(y, y_out[bincount, 1])
-            ymx = y_out[bincount, 2] = max(y, y_out[bincount, 2])
+            y_out[bincount, 1] = min(y, y_out[bincount, 1])
+            y_out[bincount, 2] = max(y, y_out[bincount, 2])
             y_out[bincount, 3] = y
-            mx = max(mx, ymx)
-            mn = min(mn, ymn)
-
         else:
             # Find the next bin
             while x >= x_left + step:
                 x_left += step
 
             bincount += 1
-            x_out[bincount] = x_left
+            i_win[bincount] = x_left
             y_out[bincount] = y
 
-    return bincount, x_out, y_out, mn, mx
+    return bincount, i_win, y_out

piker/ui/_cursor.py

@@ -18,13 +18,8 @@
 Mouse interaction graphics
 
 """
-from __future__ import annotations
 from functools import partial
-from typing import (
-    Optional,
-    Callable,
-    TYPE_CHECKING,
-)
+from typing import Optional, Callable
 
 import inspect
 import numpy as np
@@ -41,12 +36,6 @@ from ._style import (
 from ._axes import YAxisLabel, XAxisLabel
 from ..log import get_logger
 
-if TYPE_CHECKING:
-    from ._chart import (
-        ChartPlotWidget,
-        LinkedSplits,
-    )
-
 
 log = get_logger(__name__)
 
@@ -69,7 +58,7 @@ class LineDot(pg.CurvePoint):
         curve: pg.PlotCurveItem,
         index: int,
 
-        plot: ChartPlotWidget,  # type: ingore # noqa
+        plot: 'ChartPlotWidget',  # type: ingore # noqa
         pos=None,
         color: str = 'default_light',
 
@@ -162,7 +151,7 @@ class ContentsLabel(pg.LabelItem):
     def __init__(
         self,
 
-        # chart: ChartPlotWidget,  # noqa
+        # chart: 'ChartPlotWidget',  # noqa
         view: pg.ViewBox,
 
         anchor_at: str = ('top', 'right'),
@@ -255,7 +244,7 @@ class ContentsLabels:
     '''
     def __init__(
         self,
-        linkedsplits: LinkedSplits,  # type: ignore # noqa
+        linkedsplits: 'LinkedSplits',  # type: ignore # noqa
 
     ) -> None:
 
@@ -274,8 +263,8 @@ class ContentsLabels:
     ) -> None:
         for chart, name, label, update in self._labels:
 
-            viz = chart.get_viz(name)
-            array = viz.shm.array
+            flow = chart._flows[name]
+            array = flow.shm.array
 
             if not (
                 index >= 0
@@ -300,7 +289,7 @@ class ContentsLabels:
     def add_label(
 
         self,
-        chart: ChartPlotWidget,  # type: ignore # noqa
+        chart: 'ChartPlotWidget',  # type: ignore # noqa
         name: str,
         anchor_at: tuple[str, str] = ('top', 'left'),
         update_func: Callable = ContentsLabel.update_from_value,
@@ -327,7 +316,7 @@ class Cursor(pg.GraphicsObject):
     def __init__(
 
         self,
-        linkedsplits: LinkedSplits,  # noqa
+        linkedsplits: 'LinkedSplits',  # noqa
         digits: int = 0
 
     ) -> None:
@@ -336,8 +325,6 @@ class Cursor(pg.GraphicsObject):
 
         self.linked = linkedsplits
         self.graphics: dict[str, pg.GraphicsObject] = {}
-        self.xaxis_label: Optional[XAxisLabel] = None
-        self.always_show_xlabel: bool = True
         self.plots: list['PlotChartWidget'] = []  # type: ignore # noqa
         self.active_plot = None
         self.digits: int = digits
@@ -398,7 +385,7 @@ class Cursor(pg.GraphicsObject):
 
     def add_plot(
         self,
-        plot: ChartPlotWidget,  # noqa
+        plot: 'ChartPlotWidget',  # noqa
         digits: int = 0,
 
     ) -> None:
@@ -418,7 +405,7 @@ class Cursor(pg.GraphicsObject):
         hl.hide()
 
         yl = YAxisLabel(
-            pi=plot.plotItem,
+            chart=plot,
             # parent=plot.getAxis('right'),
             parent=plot.pi_overlay.get_axis(plot.plotItem, 'right'),
             digits=digits or self.digits,
@@ -482,58 +469,39 @@ class Cursor(pg.GraphicsObject):
 
     def add_curve_cursor(
         self,
-        chart: ChartPlotWidget,  # noqa
+        plot: 'ChartPlotWidget',  # noqa
         curve: 'PlotCurveItem',  # noqa
 
     ) -> LineDot:
-        # if this chart contains curves add line dot "cursors" to denote
+        # if this plot contains curves add line dot "cursors" to denote
         # the current sample under the mouse
-        main_viz = chart.get_viz(chart.name)
-
+        main_flow = plot._flows[plot.name]
         # read out last index
-        i = main_viz.shm.array[-1]['index']
+        i = main_flow.shm.array[-1]['index']
         cursor = LineDot(
             curve,
             index=i,
-            plot=chart
+            plot=plot
         )
-        chart.addItem(cursor)
-        self.graphics[chart].setdefault('cursors', []).append(cursor)
+        plot.addItem(cursor)
+        self.graphics[plot].setdefault('cursors', []).append(cursor)
         return cursor
 
-    def mouseAction(
-        self,
-        action: str,
-        plot: ChartPlotWidget,
-
-    ) -> None:  # noqa
-
+    def mouseAction(self, action, plot):  # noqa
         log.debug(f"{(action, plot.name)}")
         if action == 'Enter':
             self.active_plot = plot
-            plot.linked.godwidget._active_cursor = self
 
             # show horiz line and y-label
             self.graphics[plot]['hl'].show()
             self.graphics[plot]['yl'].show()
 
-            if (
-                not self.always_show_xlabel
-                and not self.xaxis_label.isVisible()
-            ):
-                self.xaxis_label.show()
+        else:  # Leave
 
-        # Leave: hide horiz line and y-label
-        else:
+            # hide horiz line and y-label
             self.graphics[plot]['hl'].hide()
             self.graphics[plot]['yl'].hide()
 
-            if (
-                not self.always_show_xlabel
-                and self.xaxis_label.isVisible()
-            ):
-                self.xaxis_label.hide()
-
     def mouseMoved(
         self,
         coords: tuple[QPointF],  # noqa
@@ -622,10 +590,6 @@ class Cursor(pg.GraphicsObject):
                             left_axis_width += left.width()
 
                 # map back to abs (label-local) coordinates
-                if (
-                    self.always_show_xlabel
-                    or self.xaxis_label.isVisible()
-                ):
                 self.xaxis_label.update_label(
                     abs_pos=(
                         plot.mapFromView(QPointF(vl_x, iy)) -

piker/ui/_curve.py

@@ -28,7 +28,10 @@ from PyQt5.QtWidgets import QGraphicsItem
 from PyQt5.QtCore import (
     Qt,
     QLineF,
+    QSizeF,
     QRectF,
+    # QRect,
+    QPointF,
 )
 from PyQt5.QtGui import (
     QPainter,
@@ -36,8 +39,11 @@ from PyQt5.QtGui import (
 )
 from .._profile import pg_profile_enabled, ms_slower_then
 from ._style import hcolor
+# from ._compression import (
+#     # ohlc_to_m4_line,
+#     ds_m4,
+# )
 from ..log import get_logger
-from .._profile import Profiler
 
 
 log = get_logger(__name__)
@@ -51,39 +57,7 @@ _line_styles: dict[str, int] = {
 }
 
 
-class FlowGraphic(pg.GraphicsObject):
-    '''
-    Base class with minimal interface for `QPainterPath` implemented,
-    real-time updated "data flow" graphics.
-
-    See subtypes below.
-
-    '''
-    # sub-type customization methods
-    declare_paintables: Optional[Callable] = None
-    sub_paint: Optional[Callable] = None
-
-    # TODO: can we remove this?
-    # sub_br: Optional[Callable] = None
-
-    def x_uppx(self) -> int:
-
-        px_vecs = self.pixelVectors()[0]
-        if px_vecs:
-            return px_vecs.x()
-        else:
-            return 0
-
-    def x_last(self) -> float | None:
-        '''
-        Return the last most x value of the last line segment or if not
-        drawn yet, ``None``.
-
-        '''
-        return self._last_line.x1() if self._last_line else None
-
-
-class Curve(FlowGraphic):
+class Curve(pg.GraphicsObject):
     '''
     A faster, simpler, append friendly version of
     ``pyqtgraph.PlotCurveItem`` built for highly customizable real-time
@@ -100,7 +74,7 @@ class Curve(FlowGraphic):
     lower level graphics data can be rendered in different threads and
     then read and drawn in this main thread without having to worry
     about dealing with Qt's concurrency primitives. See
-    ``piker.ui._render.Renderer`` for details and logic related to lower
+    ``piker.ui._flows.Renderer`` for details and logic related to lower
     level path generation and incremental update. The main differences in
     the path generation code include:
 
@@ -113,6 +87,11 @@ class Curve(FlowGraphic):
 
     '''
 
+    # sub-type customization methods
+    sub_br: Optional[Callable] = None
+    sub_paint: Optional[Callable] = None
+    declare_paintables: Optional[Callable] = None
+
     def __init__(
         self,
         *args,
@@ -122,6 +101,7 @@ class Curve(FlowGraphic):
         fill_color: Optional[str] = None,
         style: str = 'solid',
         name: Optional[str] = None,
+        use_fpath: bool = True,
 
         **kwargs
 
@@ -136,11 +116,11 @@ class Curve(FlowGraphic):
         # self._last_cap: int = 0
         self.path: Optional[QPainterPath] = None
 
-        # additional path that can be optionally used for appends which
-        # tries to avoid triggering an update/redraw of the presumably
-        # larger historical ``.path`` above. the flag to enable
-        # this behaviour is found in `Renderer.render()`.
-        self.fast_path: QPainterPath | None = None
+        # additional path used for appends which tries to avoid
+        # triggering an update/redraw of the presumably larger
+        # historical ``.path`` above.
+        self.use_fpath = use_fpath
+        self.fast_path: Optional[QPainterPath] = None
 
         # TODO: we can probably just dispense with the parent since
         # we're basically only using the pen setting now...
@@ -159,7 +139,9 @@ class Curve(FlowGraphic):
         # self.last_step_pen = pg.mkPen(hcolor(color), width=2)
         self.last_step_pen = pg.mkPen(pen, width=2)
 
-        self._last_line: QLineF = QLineF()
+        # self._last_line: Optional[QLineF] = None
+        self._last_line = QLineF()
+        self._last_w: float = 1
 
         # flat-top style histogram-like discrete curve
         # self._step_mode: bool = step_mode
@@ -180,19 +162,51 @@ class Curve(FlowGraphic):
         # endpoint (something we saw on trade rate curves)
         self.setCacheMode(QGraphicsItem.DeviceCoordinateCache)
 
-        # XXX-NOTE-XXX: graphics caching.
-        # see explanation for different caching modes:
-        # https://stackoverflow.com/a/39410081 seems to only be useful
-        # if we don't re-generate the entire QPainterPath every time
+        # XXX: see explanation for different caching modes:
+        # https://stackoverflow.com/a/39410081
+        # seems to only be useful if we don't re-generate the entire
+        # QPainterPath every time
+        # curve.setCacheMode(QtWidgets.QGraphicsItem.DeviceCoordinateCache)
+
         # don't ever use this - it's a colossal nightmare of artefacts
         # and is disastrous for performance.
-        # self.setCacheMode(QtWidgets.QGraphicsItem.ItemCoordinateCache)
+        # curve.setCacheMode(QtWidgets.QGraphicsItem.ItemCoordinateCache)
 
         # allow sub-type customization
         declare = self.declare_paintables
         if declare:
             declare()
 
+    # TODO: probably stick this in a new parent
+    # type which will contain our own version of
+    # what ``PlotCurveItem`` had in terms of base
+    # functionality? A `FlowGraphic` maybe?
+    def x_uppx(self) -> int:
+
+        px_vecs = self.pixelVectors()[0]
+        if px_vecs:
+            xs_in_px = px_vecs.x()
+            return round(xs_in_px)
+        else:
+            return 0
+
+    def px_width(self) -> float:
+
+        vb = self.getViewBox()
+        if not vb:
+            return 0
+
+        vr = self.viewRect()
+        l, r = int(vr.left()), int(vr.right())
+
+        start, stop = self._xrange
+        lbar = max(l, start)
+        rbar = min(r, stop)
+
+        return vb.mapViewToDevice(
+            QLineF(lbar, 0, rbar, 0)
+        ).length()
+
     # XXX: lol brutal, the internals of `CurvePoint` (inherited by
     # our `LineDot`) required ``.getData()`` to work..
     def getData(self):
@@ -216,8 +230,8 @@ class Curve(FlowGraphic):
             self.path.clear()
 
             if self.fast_path:
-                self.fast_path.clear()
-                # self.fast_path = None
+                # self.fast_path.clear()
+                self.fast_path = None
 
     @cm
     def reset_cache(self) -> None:
@@ -237,65 +251,77 @@ class Curve(FlowGraphic):
             self.boundingRect = self._path_br
             return self._path_br()
 
-    # Qt docs: https://doc.qt.io/qt-5/qgraphicsitem.html#boundingRect
     def _path_br(self):
         '''
         Post init ``.boundingRect()```.
 
         '''
-        # profiler = Profiler(
-        #     msg=f'Curve.boundingRect(): `{self._name}`',
-        #     disabled=not pg_profile_enabled(),
-        #     ms_threshold=ms_slower_then,
+        # hb = self.path.boundingRect()
+        hb = self.path.controlPointRect()
+        hb_size = hb.size()
+
+        fp = self.fast_path
+        if fp:
+            fhb = fp.controlPointRect()
+            hb_size = fhb.size() + hb_size
+
+        # print(f'hb_size: {hb_size}')
+
+        # if self._last_step_rect:
+        #     hb_size += self._last_step_rect.size()
+
+        # if self._line:
+        #     br = self._last_step_rect.bottomRight()
+
+        # tl = QPointF(
+        #     # self._vr[0],
+        #     # hb.topLeft().y(),
+        #     # 0,
+        #     # hb_size.height() + 1
         # )
-        pr = self.path.controlPointRect()
-        hb_tl, hb_br = (
-            pr.topLeft(),
-            pr.bottomRight(),
-        )
-        mn_y = hb_tl.y()
-        mx_y = hb_br.y()
-        most_left = hb_tl.x()
-        most_right = hb_br.x()
-        # profiler('calc path vertices')
 
-        # TODO: if/when we get fast path appends working in the
-        # `Renderer`, then we might need to actually use this..
-        # fp = self.fast_path
-        # if fp:
-        #     fhb = fp.controlPointRect()
-        #     # hb_size = fhb.size() + hb_size
-        #     br = pr.united(fhb)
+        #     br = self._last_step_rect.bottomRight()
 
-        # XXX: *was* a way to allow sub-types to extend the
-        # boundingrect calc, but in the one use case for a step curve
-        # doesn't seem like we need it as long as the last line segment
-        # is drawn as it is?
-
-        # sbr = self.sub_br
-        # if sbr:
-        #     # w, h = self.sub_br(w, h)
-        #     sub_br = sbr()
-        #     br = br.united(sub_br)
+        w = hb_size.width()
+        h = hb_size.height()
 
+        sbr = self.sub_br
+        if sbr:
+            w, h = self.sub_br(w, h)
+        else:
             # assume plain line graphic and use
             # default unit step in each direction.
-        ll = self._last_line
-        y1, y2 = ll.y1(), ll.y2()
-        x1, x2 = ll.x1(), ll.x2()
 
-        ymn = min(y1, y2, mn_y)
-        ymx = max(y1, y2, mx_y)
-        most_left = min(x1, x2, most_left)
-        most_right = max(x1, x2, most_right)
-        # profiler('calc last line vertices')
+            # only on a plane line do we include
+            # and extra index step's worth of width
+            # since in the step case the end of the curve
+            # actually terminates earlier so we don't need
+            # this for the last step.
+            w += self._last_w
+            # ll = self._last_line
+            h += 1  # ll.y2() - ll.y1()
 
-        return QRectF(
-            most_left,
-            ymn,
-            most_right - most_left + 1,
-            ymx,
+        # br = QPointF(
+        #     self._vr[-1],
+        #     # tl.x() + w,
+        #     tl.y() + h,
+        # )
+
+        br = QRectF(
+
+            # top left
+            # hb.topLeft()
+            # tl,
+            QPointF(hb.topLeft()),
+
+            # br,
+            # total size
+            # QSizeF(hb_size)
+            # hb_size,
+            QSizeF(w, h)
         )
+        # print(f'bounding rect: {br}')
+        return br
 
     def paint(
         self,
@@ -305,7 +331,7 @@ class Curve(FlowGraphic):
 
     ) -> None:
 
-        profiler = Profiler(
+        profiler = pg.debug.Profiler(
             msg=f'Curve.paint(): `{self._name}`',
             disabled=not pg_profile_enabled(),
             ms_threshold=ms_slower_then,
@@ -313,7 +339,7 @@ class Curve(FlowGraphic):
 
         sub_paint = self.sub_paint
         if sub_paint:
-            sub_paint(p)
+            sub_paint(p, profiler)
 
         p.setPen(self.last_step_pen)
         p.drawLine(self._last_line)
@@ -347,30 +373,22 @@ class Curve(FlowGraphic):
         self,
         path: QPainterPath,
         src_data: np.ndarray,
+        render_data: np.ndarray,
         reset: bool,
         array_key: str,
-        index_field: str,
 
     ) -> None:
         # default line draw last call
         # with self.reset_cache():
-        x = src_data[index_field]
-        y = src_data[array_key]
-
-        x_last = x[-1]
-        x_2last = x[-2]
+        x = render_data['index']
+        y = render_data[array_key]
 
         # draw the "current" step graphic segment so it
         # lines up with the "middle" of the current
         # (OHLC) sample.
         self._last_line = QLineF(
-
-            # NOTE: currently we draw in x-domain
-            # from last datum to current such that
-            # the end of line touches the "beginning"
-            # of the current datum step span.
-            x_2last , y[-2],
-            x_last, y[-1],
+            x[-2], y[-2],
+            x[-1], y[-1],
         )
 
         return x, y
@@ -386,13 +404,13 @@ class FlattenedOHLC(Curve):
         self,
         path: QPainterPath,
         src_data: np.ndarray,
+        render_data: np.ndarray,
         reset: bool,
         array_key: str,
-        index_field: str,
 
     ) -> None:
         lasts = src_data[-2:]
-        x = lasts[index_field]
+        x = lasts['index']
         y = lasts['close']
 
         # draw the "current" step graphic segment so it
@@ -416,9 +434,9 @@ class StepCurve(Curve):
         self,
         path: QPainterPath,
         src_data: np.ndarray,
+        render_data: np.ndarray,
         reset: bool,
         array_key: str,
-        index_field: str,
 
         w: float = 0.5,
 
@@ -427,31 +445,40 @@ class StepCurve(Curve):
         # TODO: remove this and instead place all step curve
         # updating into pre-path data render callbacks.
         # full input data
-        x = src_data[index_field]
+        x = src_data['index']
         y = src_data[array_key]
 
         x_last = x[-1]
-        x_2last = x[-2]
         y_last = y[-1]
-        step_size = x_last - x_2last
 
         # lol, commenting this makes step curves
         # all "black" for me :eyeroll:..
         self._last_line = QLineF(
-            x_2last, 0,
-            x_last, 0,
+            x_last - w, 0,
+            x_last + w, 0,
         )
         self._last_step_rect = QRectF(
-            x_last, 0,
-            step_size, y_last,
+            x_last - w, 0,
+            x_last + w, y_last,
         )
         return x, y
 
     def sub_paint(
         self,
         p: QPainter,
+        profiler: pg.debug.Profiler,
 
     ) -> None:
         # p.drawLines(*tuple(filter(bool, self._last_step_lines)))
         # p.drawRect(self._last_step_rect)
         p.fillRect(self._last_step_rect, self._brush)
+        profiler('.fillRect()')
+
+    def sub_br(
+        self,
+        path_w: float,
+        path_h: float,
+
+    ) -> (float, float):
+        # passthrough
+        return path_w, path_h

piker/ui/_editors.py

@@ -18,27 +18,11 @@
 Higher level annotation editors.
 
 """
-from __future__ import annotations
-from collections import defaultdict
-from typing import (
-    Optional,
-    TYPE_CHECKING
-)
+from dataclasses import dataclass, field
+from typing import Optional
 
 import pyqtgraph as pg
-from pyqtgraph import (
-    ViewBox,
-    Point,
-    QtCore,
-    QtWidgets,
-)
-from PyQt5.QtGui import (
-    QColor,
-)
-from PyQt5.QtWidgets import (
-    QLabel,
-)
-
+from pyqtgraph import ViewBox, Point, QtCore, QtGui
 from pyqtgraph import functions as fn
 from PyQt5.QtCore import QPointF
 import numpy as np
@@ -46,34 +30,28 @@ import numpy as np
 from ._style import hcolor, _font
 from ._lines import LevelLine
 from ..log import get_logger
-from ..data.types import Struct
-
-if TYPE_CHECKING:
-    from ._chart import GodWidget
 
 
 log = get_logger(__name__)
 
 
-class ArrowEditor(Struct):
+@dataclass
+class ArrowEditor:
 
-    godw: GodWidget = None  # type: ignore # noqa
-    _arrows: dict[str, list[pg.ArrowItem]] = {}
+    chart: 'ChartPlotWidget'  # noqa
+    _arrows: field(default_factory=dict)
 
     def add(
         self,
-        plot: pg.PlotItem,
         uid: str,
         x: float,
         y: float,
         color='default',
         pointing: Optional[str] = None,
-
     ) -> pg.ArrowItem:
-        '''
-        Add an arrow graphic to view at given (x, y).
+        """Add an arrow graphic to view at given (x, y).
 
-        '''
+        """
         angle = {
             'up': 90,
             'down': -90,
@@ -96,25 +74,25 @@ class ArrowEditor(Struct):
             brush=pg.mkBrush(hcolor(color)),
         )
         arrow.setPos(x, y)
-        self._arrows.setdefault(uid, []).append(arrow)
+
+        self._arrows[uid] = arrow
 
         # render to view
-        plot.addItem(arrow)
+        self.chart.plotItem.addItem(arrow)
 
         return arrow
 
     def remove(self, arrow) -> bool:
-        for linked in self.godw.iter_linked():
-            linked.chart.plotItem.removeItem(arrow)
+        self.chart.plotItem.removeItem(arrow)
 
 
-class LineEditor(Struct):
-    '''
-    The great editor of linez.
+@dataclass
+class LineEditor:
+    '''The great editor of linez.
 
     '''
-    godw: GodWidget = None  # type: ignore # noqa
-    _order_lines: defaultdict[str, LevelLine] = defaultdict(list)
+    chart: 'ChartPlotWidget' = None  # type: ignore # noqa
+    _order_lines: dict[str, LevelLine] = field(default_factory=dict)
     _active_staged_line: LevelLine = None
 
     def stage_line(
@@ -122,11 +100,11 @@ class LineEditor(Struct):
         line: LevelLine,
 
     ) -> LevelLine:
-        '''
-        Stage a line at the current chart's cursor position
+        """Stage a line at the current chart's cursor position
         and return it.
 
-        '''
+        """
+
         # add a "staged" cursor-tracking line to view
         # and cash it in a a var
         if self._active_staged_line:
@@ -137,25 +115,17 @@ class LineEditor(Struct):
         return line
 
     def unstage_line(self) -> LevelLine:
-        '''
-        Inverse of ``.stage_line()``.
+        """Inverse of ``.stage_line()``.
 
-        '''
-        cursor = self.godw.get_cursor()
-        if not cursor:
-            return None
+        """
+        # chart = self.chart._cursor.active_plot
+        # # chart.setCursor(QtCore.Qt.ArrowCursor)
+        cursor = self.chart.linked.cursor
 
         # delete "staged" cursor tracking line from view
         line = self._active_staged_line
         if line:
-            try:
             cursor._trackers.remove(line)
-            except KeyError:
-                # when the current cursor doesn't have said line
-                # registered (probably means that user held order mode
-                # key while panning to another view) then we just
-                # ignore the remove error.
-                pass
             line.delete()
 
         self._active_staged_line = None
@@ -163,58 +133,55 @@ class LineEditor(Struct):
         # show the crosshair y line and label
         cursor.show_xhair()
 
-    def submit_lines(
+    def submit_line(
         self,
-        lines: list[LevelLine],
+        line: LevelLine,
         uuid: str,
 
     ) -> LevelLine:
 
-        # staged_line = self._active_staged_line
-        # if not staged_line:
-        #     raise RuntimeError("No line is currently staged!?")
+        staged_line = self._active_staged_line
+        if not staged_line:
+            raise RuntimeError("No line is currently staged!?")
 
         # for now, until submission reponse arrives
-        for line in lines:
         line.hide_labels()
 
         # register for later lookup/deletion
-        self._order_lines[uuid] += lines
+        self._order_lines[uuid] = line
 
-        return lines
+        return line
 
-    def commit_line(self, uuid: str) -> list[LevelLine]:
-        '''
-        Commit a "staged line" to view.
+    def commit_line(self, uuid: str) -> LevelLine:
+        """Commit a "staged line" to view.
 
         Submits the line graphic under the cursor as a (new) permanent
         graphic in view.
 
-        '''
-        lines = self._order_lines[uuid]
-        if lines:
-            for line in lines:
+        """
+        try:
+            line = self._order_lines[uuid]
+        except KeyError:
+            log.warning(f'No line for {uuid} could be found?')
+            return
+        else:
             line.show_labels()
-                line.hide_markers()
-                log.debug(f'Level active for level: {line.value()}')
+
             # TODO: other flashy things to indicate the order is active
 
-        return lines
+            log.debug(f'Level active for level: {line.value()}')
+
+            return line
 
     def lines_under_cursor(self) -> list[LevelLine]:
-        '''
-        Get the line(s) under the cursor position.
+        """Get the line(s) under the cursor position.
 
-        '''
+        """
         # Delete any hoverable under the cursor
-        return self.godw.get_cursor()._hovered
+        return self.chart.linked.cursor._hovered
 
-    def all_lines(self) -> list[LevelLine]:
-        all_lines = []
-        for lines in list(self._order_lines.values()):
-            all_lines.extend(lines)
-
-        return all_lines
+    def all_lines(self) -> tuple[LevelLine]:
+        return tuple(self._order_lines.values())
 
     def remove_line(
         self,
@@ -229,30 +196,29 @@ class LineEditor(Struct):
 
         '''
         # try to look up line from our registry
-        lines = self._order_lines.pop(uuid, None)
-        if lines:
-            cursor = self.godw.get_cursor()
-            if cursor:
-                for line in lines:
+        line = self._order_lines.pop(uuid, line)
+        if line:
+
             # if hovered remove from cursor set
+            cursor = self.chart.linked.cursor
             hovered = cursor._hovered
             if line in hovered:
                 hovered.remove(line)
 
-                    log.debug(f'deleting {line} with oid: {uuid}')
-                    line.delete()
-
                 # make sure the xhair doesn't get left off
                 # just because we never got a un-hover event
                 cursor.show_xhair()
 
+            log.debug(f'deleting {line} with oid: {uuid}')
+            line.delete()
+
         else:
             log.warning(f'Could not find line for {line}')
 
-        return lines
+        return line
 
 
-class SelectRect(QtWidgets.QGraphicsRectItem):
+class SelectRect(QtGui.QGraphicsRectItem):
 
     def __init__(
         self,
@@ -261,12 +227,12 @@ class SelectRect(QtWidgets.QGraphicsRectItem):
     ) -> None:
         super().__init__(0, 0, 1, 1)
 
-        # self.rbScaleBox = QGraphicsRectItem(0, 0, 1, 1)
+        # self.rbScaleBox = QtGui.QGraphicsRectItem(0, 0, 1, 1)
         self.vb = viewbox
         self._chart: 'ChartPlotWidget' = None  # noqa
 
         # override selection box color
-        color = QColor(hcolor(color))
+        color = QtGui.QColor(hcolor(color))
         self.setPen(fn.mkPen(color, width=1))
         color.setAlpha(66)
         self.setBrush(fn.mkBrush(color))
@@ -274,7 +240,7 @@ class SelectRect(QtWidgets.QGraphicsRectItem):
         self.hide()
         self._label = None
 
-        label = self._label = QLabel()
+        label = self._label = QtGui.QLabel()
         label.setTextFormat(0)  # markdown
         label.setFont(_font.font)
         label.setMargin(0)
@@ -311,8 +277,8 @@ class SelectRect(QtWidgets.QGraphicsRectItem):
         # TODO: get bg color working
         palette.setColor(
             self._label.backgroundRole(),
-            # QColor(chart.backgroundBrush()),
-            QColor(hcolor('papas_special')),
+            # QtGui.QColor(chart.backgroundBrush()),
+            QtGui.QColor(hcolor('papas_special')),
         )
 
     def update_on_resize(self, vr, r):
@@ -360,7 +326,7 @@ class SelectRect(QtWidgets.QGraphicsRectItem):
 
         self.setPos(r.topLeft())
         self.resetTransform()
-        self.setRect(r)
+        self.scale(r.width(), r.height())
         self.show()
 
         y1, y2 = start_pos.y(), end_pos.y()
@@ -377,7 +343,7 @@ class SelectRect(QtWidgets.QGraphicsRectItem):
         nbars = ixmx - ixmn + 1
 
         chart = self._chart
-        data = chart.get_viz(chart.name).shm.array[ixmn:ixmx]
+        data = chart._flows[chart.name].shm.array[ixmn:ixmx]
 
         if len(data):
             std = data['close'].std()

piker/ui/_event.py

@@ -18,11 +18,11 @@
 Qt event proxying and processing using ``trio`` mem chans.
 
 """
-from contextlib import asynccontextmanager as acm
+from contextlib import asynccontextmanager, AsyncExitStack
 from typing import Callable
 
+from pydantic import BaseModel
 import trio
-from tractor.trionics import gather_contexts
 from PyQt5 import QtCore
 from PyQt5.QtCore import QEvent, pyqtBoundSignal
 from PyQt5.QtWidgets import QWidget
@@ -30,8 +30,6 @@ from PyQt5.QtWidgets import (
     QGraphicsSceneMouseEvent as gs_mouse,
 )
 
-from ..data.types import Struct
-
 
 MOUSE_EVENTS = {
     gs_mouse.GraphicsSceneMousePress,
@@ -45,10 +43,13 @@ MOUSE_EVENTS = {
 # TODO: maybe consider some constrained ints down the road?
 # https://pydantic-docs.helpmanual.io/usage/types/#constrained-types
 
-class KeyboardMsg(Struct):
+class KeyboardMsg(BaseModel):
     '''Unpacked Qt keyboard event data.
 
     '''
+    class Config:
+        arbitrary_types_allowed = True
+
     event: QEvent
     etype: int
     key: int
@@ -56,13 +57,16 @@ class KeyboardMsg(Struct):
     txt: str
 
     def to_tuple(self) -> tuple:
-        return tuple(self.to_dict().values())
+        return tuple(self.dict().values())
 
 
-class MouseMsg(Struct):
+class MouseMsg(BaseModel):
     '''Unpacked Qt keyboard event data.
 
     '''
+    class Config:
+        arbitrary_types_allowed = True
+
     event: QEvent
     etype: int
     button: int
@@ -156,7 +160,7 @@ class EventRelay(QtCore.QObject):
         return False
 
 
-@acm
+@asynccontextmanager
 async def open_event_stream(
 
     source_widget: QWidget,
@@ -182,7 +186,7 @@ async def open_event_stream(
         source_widget.removeEventFilter(kc)
 
 
-@acm
+@asynccontextmanager
 async def open_signal_handler(
 
     signal: pyqtBoundSignal,
@@ -207,7 +211,7 @@ async def open_signal_handler(
             yield
 
 
-@acm
+@asynccontextmanager
 async def open_handlers(
 
     source_widgets: list[QWidget],
@@ -216,14 +220,16 @@ async def open_handlers(
     **kwargs,
 
 ) -> None:
+
     async with (
         trio.open_nursery() as n,
-        gather_contexts([
-            open_event_stream(widget, event_types, **kwargs)
-            for widget in source_widgets
-        ]) as streams,
+        AsyncExitStack() as stack,
     ):
-        for widget, event_recv_stream in zip(source_widgets, streams):
+        for widget in source_widgets:
+
+            event_recv_stream = await stack.enter_async_context(
+                open_event_stream(widget, event_types, **kwargs)
+            )
             n.start_soon(async_handler, widget, event_recv_stream)
 
         yield

piker/ui/_exec.py

@@ -20,24 +20,16 @@ Trio - Qt integration
 Run ``trio`` in guest mode on top of the Qt event loop.
 All global Qt runtime settings are mostly defined here.
 """
-from __future__ import annotations
-from typing import (
-    Callable,
-    Any,
-    Type,
-    TYPE_CHECKING,
-)
+from typing import Tuple, Callable, Dict, Any
 import platform
 import traceback
 
 # Qt specific
 import PyQt5  # noqa
-from PyQt5.QtWidgets import (
-    QWidget,
-    QMainWindow,
-    QApplication,
-)
+import pyqtgraph as pg
+from pyqtgraph import QtGui
 from PyQt5 import QtCore
+# from PyQt5.QtGui import QLabel, QStatusBar
 from PyQt5.QtCore import (
     pyqtRemoveInputHook,
     Qt,
@@ -45,19 +37,15 @@ from PyQt5.QtCore import (
 )
 import qdarkstyle
 from qdarkstyle import DarkPalette
-# import qdarkgraystyle  # TODO: play with it
+# import qdarkgraystyle
 import trio
 from outcome import Error
 
-from .._daemon import (
-    maybe_open_pikerd,
-    get_tractor_runtime_kwargs,
-)
+from .._daemon import maybe_open_pikerd, _tractor_kwargs
 from ..log import get_logger
 from ._pg_overrides import _do_overrides
 from . import _style
 
-
 log = get_logger(__name__)
 
 # pyqtgraph global config
@@ -84,18 +72,17 @@ if platform.system() == "Windows":
 
 def run_qtractor(
     func: Callable,
-    args: tuple,
-    main_widget_type: Type[QWidget],
-    tractor_kwargs: dict[str, Any] = {},
-    window_type: QMainWindow = None,
-
+    args: Tuple,
+    main_widget: QtGui.QWidget,
+    tractor_kwargs: Dict[str, Any] = {},
+    window_type: QtGui.QMainWindow = None,
 ) -> None:
     # avoids annoying message when entering debugger from qt loop
     pyqtRemoveInputHook()
 
-    app = QApplication.instance()
+    app = QtGui.QApplication.instance()
     if app is None:
-        app = QApplication([])
+        app = PyQt5.QtWidgets.QApplication([])
 
     # TODO: we might not need this if it's desired
     # to cancel the tractor machinery on Qt loop
@@ -169,11 +156,11 @@ def run_qtractor(
     # hook into app focus change events
     app.focusChanged.connect(window.on_focus_change)
 
-    instance = main_widget_type()
+    instance = main_widget()
     instance.window = window
 
     # override tractor's defaults
-    tractor_kwargs.update(get_tractor_runtime_kwargs())
+    tractor_kwargs.update(_tractor_kwargs)
 
     # define tractor entrypoint
     async def main():
@@ -191,7 +178,7 @@ def run_qtractor(
         # restrict_keyboard_interrupt_to_checkpoints=True,
     )
 
-    window.godwidget: GodWidget = instance
+    window.main_widget = main_widget
     window.setCentralWidget(instance)
     if is_windows:
         window.configure_to_desktop()

piker/ui/_forms.py

@@ -619,7 +619,7 @@ class FillStatusBar(QProgressBar):
         # color: #19232D;
         # width: 10px;
 
-        self.setRange(0, int(slots))
+        self.setRange(0, slots)
         self.setValue(value)
 
 
@@ -644,7 +644,7 @@ def mk_fill_status_bar(
 
     # TODO: calc this height from the ``ChartnPane``
     chart_h = round(parent_pane.height() * 5/8)
-    bar_h = chart_h * 0.375*0.9
+    bar_h = chart_h * 0.375
 
     # TODO: once things are sized to screen
     bar_label_font_size = label_font_size or _font.px_size - 2

piker/ui/_fsp.py

@@ -27,13 +27,12 @@ from itertools import cycle
 from typing import Optional, AsyncGenerator, Any
 
 import numpy as np
-import msgspec
+from pydantic import create_model
 import tractor
 import pyqtgraph as pg
 import trio
 from trio_typing import TaskStatus
 
-from piker.data.types import Struct
 from ._axes import PriceAxis
 from .._cacheables import maybe_open_context
 from ..calc import humanize
@@ -42,8 +41,6 @@ from ..data._sharedmem import (
     _Token,
     try_read,
 )
-from ..data.feed import Flume
-from ..data._source import Symbol
 from ._chart import (
     ChartPlotWidget,
     LinkedSplits,
@@ -53,18 +50,14 @@ from ._forms import (
     mk_form,
     open_form_input_handling,
 )
-from ..fsp._api import (
-    maybe_mk_fsp_shm,
-    Fsp,
-)
+from ..fsp._api import maybe_mk_fsp_shm, Fsp
 from ..fsp import cascade
 from ..fsp._volume import (
-    # tina_vwap,
+    tina_vwap,
     dolla_vlm,
     flow_rates,
 )
 from ..log import get_logger
-from .._profile import Profiler
 
 log = get_logger(__name__)
 
@@ -79,14 +72,14 @@ def has_vlm(ohlcv: ShmArray) -> bool:
 
 def update_fsp_chart(
     chart: ChartPlotWidget,
-    viz,
+    flow,
     graphics_name: str,
     array_key: Optional[str],
     **kwargs,
 
 ) -> None:
 
-    shm = viz.shm
+    shm = flow.shm
     if not shm:
         return
 
@@ -112,8 +105,7 @@ def update_fsp_chart(
     # sub-charts reference it under different 'named charts'.
 
     # read from last calculated value and update any label
-    last_val_sticky = chart.plotItem.getAxis(
-        'right')._stickies.get(graphics_name)
+    last_val_sticky = chart._ysticks.get(graphics_name)
     if last_val_sticky:
         last = last_row[array_key]
         last_val_sticky.update_from_data(-1, last)
@@ -161,13 +153,12 @@ async def open_fsp_sidepane(
     )
 
     # https://pydantic-docs.helpmanual.io/usage/models/#dynamic-model-creation
-    FspConfig = msgspec.defstruct(
-        "Point",
-        [('name', name)] + list(params.items()),
-        bases=(Struct,),
+    FspConfig = create_model(
+        'FspConfig',
+        name=name,
+        **params,
     )
-    model = FspConfig(name=name, **params)
-    sidepane.model = model
+    sidepane.model = FspConfig()
 
     # just a logger for now until we get fsp configs up and running.
     async def settings_change(
@@ -197,7 +188,7 @@ async def open_fsp_actor_cluster(
 
     from tractor._clustering import open_actor_cluster
 
-    # profiler = Profiler(
+    # profiler = pg.debug.Profiler(
     #     delayed=False,
     #     disabled=False
     # )
@@ -214,12 +205,12 @@ async def open_fsp_actor_cluster(
 async def run_fsp_ui(
 
     linkedsplits: LinkedSplits,
-    flume: Flume,
+    shm: ShmArray,
     started: trio.Event,
     target: Fsp,
     conf: dict[str, dict],
     loglevel: str,
-    # profiler: Profiler,
+    # profiler: pg.debug.Profiler,
     # _quote_throttle_rate: int = 58,
 
 ) -> None:
@@ -251,11 +242,9 @@ async def run_fsp_ui(
             else:
                 chart = linkedsplits.subplots[overlay_with]
 
-            shm = flume.rt_shm
             chart.draw_curve(
-                name,
-                shm,
-                flume,
+                name=name,
+                shm=shm,
                 overlay=True,
                 color='default_light',
                 array_key=name,
@@ -265,9 +254,8 @@ async def run_fsp_ui(
         else:
             # create a new sub-chart widget for this fsp
             chart = linkedsplits.add_plot(
-                name,
-                shm,
-                flume,
+                name=name,
+                shm=shm,
 
                 array_key=name,
                 sidepane=sidepane,
@@ -289,7 +277,7 @@ async def run_fsp_ui(
         # first UI update, usually from shm pushed history
         update_fsp_chart(
             chart,
-            chart.get_viz(array_key),
+            chart._flows[array_key],
             name,
             array_key=array_key,
         )
@@ -357,9 +345,6 @@ async def run_fsp_ui(
         #         last = time.time()
 
 
-# TODO: maybe this should be our ``Viz`` type since it maps
-# one flume to the next? The machinery for task/actor mgmt should
-# be part of the instantiation API?
 class FspAdmin:
     '''
     Client API for orchestrating FSP actors and displaying
@@ -371,7 +356,7 @@ class FspAdmin:
         tn: trio.Nursery,
         cluster: dict[str, tractor.Portal],
         linked: LinkedSplits,
-        flume: Flume,
+        src_shm: ShmArray,
 
     ) -> None:
         self.tn = tn
@@ -383,11 +368,7 @@ class FspAdmin:
             tuple[tractor.MsgStream, ShmArray]
         ] = {}
         self._flow_registry: dict[_Token, str] = {}
-
-        # TODO: make this a `.src_flume` and add
-        # a `dst_flume`?
-        # (=> but then wouldn't this be the most basic `Viz`?)
-        self.flume = flume
+        self.src_shm = src_shm
 
     def rr_next_portal(self) -> tractor.Portal:
         name, portal = next(self._rr_next_actor)
@@ -400,7 +381,7 @@ class FspAdmin:
         complete: trio.Event,
         started: trio.Event,
         fqsn: str,
-        dst_fsp_flume: Flume,
+        dst_shm: ShmArray,
         conf: dict,
         target: Fsp,
         loglevel: str,
@@ -421,10 +402,9 @@ class FspAdmin:
                 # data feed key
                 fqsn=fqsn,
 
-                # TODO: pass `Flume.to_msg()`s here?
                 # mems
-                src_shm_token=self.flume.rt_shm.token,
-                dst_shm_token=dst_fsp_flume.rt_shm.token,
+                src_shm_token=self.src_shm.token,
+                dst_shm_token=dst_shm.token,
 
                 # target
                 ns_path=ns_path,
@@ -441,14 +421,12 @@ class FspAdmin:
             ctx.open_stream() as stream,
         ):
 
-            dst_fsp_flume.stream: tractor.MsgStream = stream
-
             # register output data
             self._registry[
                 (fqsn, ns_path)
             ] = (
                 stream,
-                dst_fsp_flume.rt_shm,
+                dst_shm,
                 complete
             )
 
@@ -462,9 +440,7 @@ class FspAdmin:
                         # if the chart isn't hidden try to update
                         # the data on screen.
                         if not self.linked.isHidden():
-                            log.debug(
-                                f'Re-syncing graphics for fsp: {ns_path}'
-                            )
+                            log.debug(f'Re-syncing graphics for fsp: {ns_path}')
                             self.linked.graphics_cycle(
                                 trigger_all=True,
                                 prepend_update_index=info['first'],
@@ -483,9 +459,9 @@ class FspAdmin:
         worker_name: Optional[str] = None,
         loglevel: str = 'info',
 
-    ) -> (Flume, trio.Event):
+    ) -> (ShmArray, trio.Event):
 
-        fqsn = self.flume.symbol.fqsn
+        fqsn = self.linked.symbol.front_fqsn()
 
         # allocate an output shm array
         key, dst_shm, opened = maybe_mk_fsp_shm(
@@ -493,36 +469,16 @@ class FspAdmin:
             target=target,
             readonly=True,
         )
-
-        portal = self.cluster.get(worker_name) or self.rr_next_portal()
-        provider_tag = portal.channel.uid
-
-        symbol = Symbol(
-            key=key,
-            broker_info={
-                provider_tag: {'asset_type': 'fsp'},
-            },
-        )
-        dst_fsp_flume = Flume(
-            symbol=symbol,
-            _rt_shm_token=dst_shm.token,
-            first_quote={},
-
-            # set to 0 presuming for now that we can't load
-            # FSP history (though we should eventually).
-            izero_hist=0,
-            izero_rt=0,
-        )
-        self._flow_registry[(
-            self.flume.rt_shm._token,
-            target.name
-        )] = dst_shm._token
+        self._flow_registry[
+            (self.src_shm._token, target.name)
+        ] = dst_shm._token
 
         # if not opened:
         #     raise RuntimeError(
         #         f'Already started FSP `{fqsn}:{func_name}`'
         #     )
 
+        portal = self.cluster.get(worker_name) or self.rr_next_portal()
         complete = trio.Event()
         started = trio.Event()
         self.tn.start_soon(
@@ -531,13 +487,13 @@ class FspAdmin:
             complete,
             started,
             fqsn,
-            dst_fsp_flume,
+            dst_shm,
             conf,
             target,
             loglevel,
         )
 
-        return dst_fsp_flume, started
+        return dst_shm, started
 
     async def open_fsp_chart(
         self,
@@ -549,7 +505,7 @@ class FspAdmin:
 
     ) -> (trio.Event, ChartPlotWidget):
 
-        flume, started = await self.start_engine_task(
+        shm, started = await self.start_engine_task(
             target,
             conf,
             loglevel,
@@ -561,7 +517,7 @@ class FspAdmin:
                 run_fsp_ui,
 
                 self.linked,
-                flume,
+                shm,
                 started,
                 target,
 
@@ -575,7 +531,7 @@ class FspAdmin:
 @acm
 async def open_fsp_admin(
     linked: LinkedSplits,
-    flume: Flume,
+    src_shm: ShmArray,
     **kwargs,
 
 ) -> AsyncGenerator[dict, dict[str, tractor.Portal]]:
@@ -596,7 +552,7 @@ async def open_fsp_admin(
             tn,
             cluster_map,
             linked,
-            flume,
+            src_shm,
         )
         try:
             yield admin
@@ -610,7 +566,7 @@ async def open_fsp_admin(
 async def open_vlm_displays(
 
     linked: LinkedSplits,
-    flume: Flume,
+    ohlcv: ShmArray,
     dvlm: bool = True,
 
     task_status: TaskStatus[ChartPlotWidget] = trio.TASK_STATUS_IGNORED,
@@ -632,8 +588,6 @@ async def open_vlm_displays(
     sig = inspect.signature(flow_rates.func)
     params = sig.parameters
 
-    ohlcv: ShmArray = flume.rt_shm
-
     async with (
         open_fsp_sidepane(
             linked, {
@@ -653,7 +607,7 @@ async def open_vlm_displays(
                 }
             },
         ) as sidepane,
-        open_fsp_admin(linked, flume) as admin,
+        open_fsp_admin(linked, ohlcv) as admin,
     ):
         # TODO: support updates
         # period_field = sidepane.fields['period']
@@ -664,12 +618,9 @@ async def open_vlm_displays(
         # built-in vlm which we plot ASAP since it's
         # usually data provided directly with OHLC history.
         shm = ohlcv
-        ohlc_chart = linked.chart
-
-        vlm_chart = linked.add_plot(
+        chart = linked.add_plot(
             name='volume',
             shm=shm,
-            flume=flume,
 
             array_key='volume',
             sidepane=sidepane,
@@ -682,75 +633,63 @@ async def open_vlm_displays(
             # the curve item internals are pretty convoluted.
             style='step',
         )
-        vlm_chart.view.enable_auto_yrange()
-
-        # back-link the volume chart to trigger y-autoranging
-        # in the ohlc (parent) chart.
-        ohlc_chart.view.enable_auto_yrange(
-            src_vb=vlm_chart.view,
-        )
 
         # force 0 to always be in view
         def multi_maxmin(
             names: list[str],
 
         ) -> tuple[float, float]:
-            '''
-            Viz "group" maxmin loop; assumes all named flows
-            are in the same co-domain and thus can be sorted
-            as one set.
 
-            Iterates all the named flows and calls the chart
-            api to find their range values and return.
-
-            TODO: really we should probably have a more built-in API
-            for this?
-
-            '''
             mx = 0
             for name in names:
-                ymn, ymx = vlm_chart.maxmin(name=name)
-                mx = max(mx, ymx)
+
+                mxmn = chart.maxmin(name=name)
+                if mxmn:
+                    ymax = mxmn[1]
+                    if ymax > mx:
+                        mx = ymax
 
             return 0, mx
 
+        chart.view.maxmin = partial(multi_maxmin, names=['volume'])
+
         # TODO: fix the x-axis label issue where if you put
         # the axis on the left it's totally not lined up...
         # show volume units value on LHS (for dinkus)
-        # vlm_chart.hideAxis('right')
-        # vlm_chart.showAxis('left')
+        # chart.hideAxis('right')
+        # chart.showAxis('left')
 
         # send back new chart to caller
-        task_status.started(vlm_chart)
+        task_status.started(chart)
 
         # should **not** be the same sub-chart widget
-        assert vlm_chart.name != linked.chart.name
+        assert chart.name != linked.chart.name
 
         # sticky only on sub-charts atm
-        last_val_sticky = vlm_chart.plotItem.getAxis(
-            'right')._stickies.get(vlm_chart.name)
+        last_val_sticky = chart._ysticks[chart.name]
 
         # read from last calculated value
         value = shm.array['volume'][-1]
 
         last_val_sticky.update_from_data(-1, value)
 
-        vlm_curve = vlm_chart.update_graphics_from_flow(
+        vlm_curve = chart.update_graphics_from_flow(
             'volume',
+            # shm.array,
         )
 
         # size view to data once at outset
-        vlm_chart.view._set_yrange()
+        chart.view._set_yrange()
 
         # add axis title
-        axis = vlm_chart.getAxis('right')
+        axis = chart.getAxis('right')
         axis.set_title(' vlm')
 
         if dvlm:
 
             tasks_ready = []
             # spawn and overlay $ vlm on the same subchart
-            dvlm_flume, started = await admin.start_engine_task(
+            dvlm_shm, started = await admin.start_engine_task(
                 dolla_vlm,
 
                 {  # fsp engine conf
@@ -783,7 +722,7 @@ async def open_vlm_displays(
             # XXX: the main chart already contains a vlm "units" axis
             # so here we add an overlay wth a y-range in
             # $ liquidity-value units (normally a fiat like USD).
-            dvlm_pi = vlm_chart.overlay_plotitem(
+            dvlm_pi = chart.overlay_plotitem(
                 'dolla_vlm',
                 index=0,  # place axis on inside (nearest to chart)
                 axis_title=' $vlm',
@@ -797,8 +736,6 @@ async def open_vlm_displays(
                 },
             )
 
-            dvlm_pi.hideAxis('left')
-            dvlm_pi.hideAxis('bottom')
             # all to be overlayed curve names
             fields = [
                'dolla_vlm',
@@ -834,13 +771,11 @@ async def open_vlm_displays(
                 names: list[str],
                 pi: pg.PlotItem,
                 shm: ShmArray,
-                flume: Flume,
                 step_mode: bool = False,
                 style: str = 'solid',
 
             ) -> None:
                 for name in names:
-
                     if 'dark' in name:
                         color = dark_vlm_color
                     elif 'rate' in name:
@@ -848,13 +783,9 @@ async def open_vlm_displays(
                     else:
                         color = 'bracket'
 
-                    assert isinstance(shm, ShmArray)
-                    assert isinstance(flume, Flume)
-
-                    viz = vlm_chart.draw_curve(
-                        name,
-                        shm,
-                        flume,
+                    curve, _ = chart.draw_curve(
+                        name=name,
+                        shm=shm,
                         array_key=name,
                         overlay=pi,
                         color=color,
@@ -862,20 +793,25 @@ async def open_vlm_displays(
                         style=style,
                         pi=pi,
                     )
-                    assert viz.plot is pi
+
+                    # TODO: we need a better API to do this..
+                    # specially store ref to shm for lookup in display loop
+                    # since only a placeholder of `None` is entered in
+                    # ``.draw_curve()``.
+                    flow = chart._flows[name]
+                    assert flow.plot is pi
 
             chart_curves(
                 fields,
                 dvlm_pi,
-                dvlm_flume.rt_shm,
-                dvlm_flume,
+                dvlm_shm,
                 step_mode=True,
             )
 
             # spawn flow rates fsp **ONLY AFTER** the 'dolla_vlm' fsp is
             # up since this one depends on it.
 
-            fr_flume, started = await admin.start_engine_task(
+            fr_shm, started = await admin.start_engine_task(
                 flow_rates,
                 {  # fsp engine conf
                     'func_name': 'flow_rates',
@@ -888,7 +824,7 @@ async def open_vlm_displays(
             # chart_curves(
             #     dvlm_rate_fields,
             #     dvlm_pi,
-            #     fr_flume.rt_shm,
+            #     fr_shm,
             # )
 
             # TODO: is there a way to "sync" the dual axes such that only
@@ -897,17 +833,17 @@ async def open_vlm_displays(
             # displayed and the curves are effectively the same minus
             # liquidity events (well at least on low OHLC periods - 1s).
             vlm_curve.hide()
-            vlm_chart.removeItem(vlm_curve)
-            vlm_viz = vlm_chart._vizs['volume']
-            vlm_viz.render = False
+            chart.removeItem(vlm_curve)
+            vflow = chart._flows['volume']
+            vflow.render = False
 
             # avoid range sorting on volume once disabled
-            vlm_chart.view.disable_auto_yrange()
+            chart.view.disable_auto_yrange()
 
             # Trade rate overlay
             # XXX: requires an additional overlay for
             # a trades-per-period (time) y-range.
-            tr_pi = vlm_chart.overlay_plotitem(
+            tr_pi = chart.overlay_plotitem(
                 'trade_rates',
 
                 # TODO: dynamically update period (and thus this axis?)
@@ -931,13 +867,11 @@ async def open_vlm_displays(
                 # keep both regular and dark vlm in view
                 names=trade_rate_fields,
             )
-            tr_pi.hideAxis('bottom')
 
             chart_curves(
                 trade_rate_fields,
                 tr_pi,
-                fr_flume.rt_shm,
-                fr_flume,
+                fr_shm,
                 # step_mode=True,
 
                 # dashed line to represent "individual trades" being
@@ -971,7 +905,7 @@ async def open_vlm_displays(
 async def start_fsp_displays(
 
     linked: LinkedSplits,
-    flume: Flume,
+    ohlcv: ShmArray,
     group_status_key: str,
     loglevel: str,
 
@@ -1006,7 +940,7 @@ async def start_fsp_displays(
         #     },
         # },
     }
-    profiler = Profiler(
+    profiler = pg.debug.Profiler(
         delayed=False,
         disabled=False
     )
@@ -1014,10 +948,7 @@ async def start_fsp_displays(
     async with (
 
         # NOTE: this admin internally opens an actor cluster
-        open_fsp_admin(
-            linked,
-            flume,
-        ) as admin,
+        open_fsp_admin(linked, ohlcv) as admin,
     ):
         statuses = []
         for target, conf in fsp_conf.items():

piker/ui/_interaction.py

@@ -33,7 +33,6 @@ import numpy as np
 import trio
 
 from ..log import get_logger
-from .._profile import Profiler
 from .._profile import pg_profile_enabled, ms_slower_then
 # from ._style import _min_points_to_show
 from ._editors import SelectRect
@@ -76,6 +75,7 @@ async def handle_viewmode_kb_inputs(
     pressed: set[str] = set()
 
     last = time.time()
+    trigger_mode: str
     action: str
 
     on_next_release: Optional[Callable] = None
@@ -141,16 +141,13 @@ async def handle_viewmode_kb_inputs(
                     Qt.Key_Space,
                 }
             ):
-                godw = view._chart.linked.godwidget
-                godw.hist_linked.resize_sidepanes(from_linked=godw.rt_linked)
-                godw.search.focus()
+                view._chart.linked.godwidget.search.focus()
 
             # esc and ctrl-c
             if key == Qt.Key_Escape or (ctrl and key == Qt.Key_C):
                 # ctrl-c as cancel
                 # https://forum.qt.io/topic/532/how-to-catch-ctrl-c-on-a-widget/9
                 view.select_box.clear()
-                view.linked.focus()
 
             # cancel order or clear graphics
             if key == Qt.Key_C or key == Qt.Key_Delete:
@@ -181,17 +178,17 @@ async def handle_viewmode_kb_inputs(
             if key in pressed:
                 pressed.remove(key)
 
-        # QUERY/QUOTE MODE
-        # ----------------
+        # QUERY/QUOTE MODE #
         if {Qt.Key_Q}.intersection(pressed):
 
-            view.linked.cursor.in_query_mode = True
+            view.linkedsplits.cursor.in_query_mode = True
 
         else:
-            view.linked.cursor.in_query_mode = False
+            view.linkedsplits.cursor.in_query_mode = False
 
         # SELECTION MODE
         # --------------
+
         if shift:
             if view.state['mouseMode'] == ViewBox.PanMode:
                 view.setMouseMode(ViewBox.RectMode)
@@ -212,27 +209,18 @@ async def handle_viewmode_kb_inputs(
 
         # ORDER MODE
         # ----------
+
         # live vs. dark trigger + an action {buy, sell, alert}
         order_keys_pressed = ORDER_MODE.intersection(pressed)
 
         if order_keys_pressed:
 
-            # TODO: it seems like maybe the composition should be
-            # reversed here? Like, maybe we should have the nav have
-            # access to the pos state and then make encapsulated logic
-            # that shows the right stuff on screen instead or order mode
-            # and position-related abstractions doing this?
-
-            # show the pp size label only if there is
-            # a non-zero pos existing
-            tracker = order_mode.current_pp
-            if tracker.live_pp.size:
-                tracker.nav.show()
+            # show the pp size label
+            order_mode.current_pp.show()
 
             # TODO: show pp config mini-params in status bar widget
             # mode.pp_config.show()
 
-            trigger_type: str = 'dark'
             if (
                 # 's' for "submit" to activate "live" order
                 Qt.Key_S in pressed or
@@ -240,6 +228,9 @@ async def handle_viewmode_kb_inputs(
             ):
                 trigger_type: str = 'live'
 
+            else:
+                trigger_type: str = 'dark'
+
             # order mode trigger "actions"
             if Qt.Key_D in pressed:  # for "damp eet"
                 action = 'sell'
@@ -268,8 +259,8 @@ async def handle_viewmode_kb_inputs(
                 Qt.Key_S in pressed or
                 order_keys_pressed or
                 Qt.Key_O in pressed
-            )
-            and key in NUMBER_LINE
+            ) and
+            key in NUMBER_LINE
         ):
             # hot key to set order slots size.
             # change edit field to current number line value,
@@ -287,7 +278,7 @@ async def handle_viewmode_kb_inputs(
         else:  # none active
 
             # hide pp label
-            order_mode.current_pp.nav.hide_info()
+            order_mode.current_pp.hide_info()
 
             # if none are pressed, remove "staged" level
             # line under cursor position
@@ -328,6 +319,7 @@ async def handle_viewmode_mouse(
         ):
             # when in order mode, submit execution
             # msg.event.accept()
+            # breakpoint()
             view.order_mode.submit_order()
 
 
@@ -344,6 +336,16 @@ class ChartView(ViewBox):
     '''
     mode_name: str = 'view'
 
+    # "relay events" for making overlaid views work.
+    # NOTE: these MUST be defined here (and can't be monkey patched
+    # on later) due to signal construction requiring refs to be
+    # in place during the run of meta-class machinery.
+    mouseDragEventRelay = QtCore.Signal(object, object, object)
+    wheelEventRelay = QtCore.Signal(object, object, object)
+
+    event_relay_source: 'Optional[ViewBox]' = None
+    relays: dict[str, QtCore.Signal] = {}
+
     def __init__(
         self,
 
@@ -373,7 +375,7 @@ class ChartView(ViewBox):
             y=True,
         )
 
-        self.linked = None
+        self.linkedsplits = None
         self._chart: 'ChartPlotWidget' = None  # noqa
 
         # add our selection box annotator
@@ -395,11 +397,8 @@ class ChartView(ViewBox):
 
         '''
         if self._ic is None:
-            try:
             self.chart.pause_all_feeds()
             self._ic = trio.Event()
-            except RuntimeError:
-                pass
 
     def signal_ic(
         self,
@@ -412,12 +411,9 @@ class ChartView(ViewBox):
 
         '''
         if self._ic:
-            try:
             self._ic.set()
             self._ic = None
             self.chart.resume_all_feeds()
-            except RuntimeError:
-                pass
 
     @asynccontextmanager
     async def open_async_input_handler(
@@ -467,7 +463,7 @@ class ChartView(ViewBox):
         self,
         ev,
         axis=None,
-        # relayed_from: ChartView = None,
+        relayed_from: ChartView = None,
     ):
         '''
         Override "center-point" location for scrolling.
@@ -478,23 +474,16 @@ class ChartView(ViewBox):
         TODO: PR a method into ``pyqtgraph`` to make this configurable
 
         '''
-        linked = self.linked
-        if (
-            not linked
-        ):
-            # print(f'{self.name} not linked but relay from {relayed_from.name}')
-            return
-
         if axis in (0, 1):
             mask = [False, False]
             mask[axis] = self.state['mouseEnabled'][axis]
         else:
             mask = self.state['mouseEnabled'][:]
 
-        chart = self.linked.chart
+        chart = self.linkedsplits.chart
 
         # don't zoom more then the min points setting
-        out = l, lbar, rbar, r = chart.get_viz(chart.name).bars_range()
+        l, lbar, rbar, r = chart.bars_range()
         # vl = r - l
 
         # if ev.delta() > 0 and vl <= _min_points_to_show:
@@ -503,7 +492,7 @@ class ChartView(ViewBox):
 
         # if (
         #     ev.delta() < 0
-        #     and vl >= len(chart._vizs[chart.name].shm.array) + 666
+        #     and vl >= len(chart._flows[chart.name].shm.array) + 666
         # ):
         #     log.debug("Min zoom bruh...")
         #     return
@@ -604,20 +593,9 @@ class ChartView(ViewBox):
         self,
         ev,
         axis: Optional[int] = None,
-        # relayed_from: ChartView = None,
+        relayed_from: ChartView = None,
 
     ) -> None:
-        # if relayed_from:
-        #     print(f'PAN: {self.name} -> RELAYED FROM: {relayed_from.name}')
-
-        # NOTE since in the overlay case axes are already
-        # "linked" any x-range change will already be mirrored
-        # in all overlaid ``PlotItems``, so we need to simply
-        # ignore the signal here since otherwise we get N-calls
-        # from N-overlays resulting in an "accelerated" feeling
-        # panning motion instead of the expect linear shift.
-        # if relayed_from:
-        #     return
 
         pos = ev.pos()
         lastPos = ev.lastPos()
@@ -691,10 +669,7 @@ class ChartView(ViewBox):
                 # XXX: WHY
                 ev.accept()
 
-                try:
                 self.start_ic()
-                except RuntimeError:
-                    pass
                 # if self._ic is None:
                 #     self.chart.pause_all_feeds()
                 #     self._ic = trio.Event()
@@ -786,7 +761,7 @@ class ChartView(ViewBox):
         '''
         name = self.name
         # print(f'YRANGE ON {name}')
-        profiler = Profiler(
+        profiler = pg.debug.Profiler(
             msg=f'`ChartView._set_yrange()`: `{name}`',
             disabled=not pg_profile_enabled(),
             ms_threshold=ms_slower_then,
@@ -820,7 +795,7 @@ class ChartView(ViewBox):
             # XXX: only compute the mxmn range
             # if none is provided as input!
             if not yrange:
-                # flow = chart._vizs[name]
+                # flow = chart._flows[name]
                 yrange = self._maxmin()
 
                 if yrange is None:
@@ -855,33 +830,29 @@ class ChartView(ViewBox):
 
     ) -> None:
         '''
-        Assign callbacks for rescaling and resampling y-axis data
-        automatically based on data contents and ``ViewBox`` state.
+        Assign callback for rescaling y-axis automatically
+        based on data contents and ``ViewBox`` state.
 
         '''
         if src_vb is None:
             src_vb = self
 
-        # widget-UIs/splitter(s) resizing
+        # splitter(s) resizing
         src_vb.sigResized.connect(self._set_yrange)
 
-        # re-sampling trigger:
         # TODO: a smarter way to avoid calling this needlessly?
         # 2 things i can think of:
         # - register downsample-able graphics specially and only
         #   iterate those.
-        # - only register this when certain downsample-able graphics are
+        # - only register this when certain downsampleable graphics are
         #   "added to scene".
         src_vb.sigRangeChangedManually.connect(
             self.maybe_downsample_graphics
         )
+
         # mouse wheel doesn't emit XRangeChanged
         src_vb.sigRangeChangedManually.connect(self._set_yrange)
 
-        # XXX: enabling these will cause "jittery"-ness
-        # on zoom where sharp diffs in the y-range will
-        # not re-size right away until a new sample update?
-        # if src_vb is not self:
         # src_vb.sigXRangeChanged.connect(self._set_yrange)
         # src_vb.sigXRangeChanged.connect(
         #     self.maybe_downsample_graphics
@@ -911,7 +882,7 @@ class ChartView(ViewBox):
         graphics items which are our children.
 
         '''
-        graphics = [f.graphics for f in self._chart._vizs.values()]
+        graphics = [f.graphics for f in self._chart._flows.values()]
         if not graphics:
             return 0
 
@@ -926,7 +897,8 @@ class ChartView(ViewBox):
         self,
         autoscale_overlays: bool = True,
     ):
-        profiler = Profiler(
+
+        profiler = pg.debug.Profiler(
             msg=f'ChartView.maybe_downsample_graphics() for {self.name}',
             disabled=not pg_profile_enabled(),
 
@@ -940,14 +912,10 @@ class ChartView(ViewBox):
 
         # TODO: a faster single-loop-iterator way of doing this XD
         chart = self._chart
-        plots = {chart.name: chart}
-
-        linked = self.linked
-        if linked:
-            plots |= linked.subplots
-
+        linked = self.linkedsplits
+        plots = linked.subplots | {chart.name: chart}
         for chart_name, chart in plots.items():
-            for name, flow in chart._vizs.items():
+            for name, flow in chart._flows.items():
 
                 if (
                     not flow.render
@@ -955,7 +923,6 @@ class ChartView(ViewBox):
                     # XXX: super important to be aware of this.
                     # or not flow.graphics.isVisible()
                 ):
-                    # print(f'skipping {flow.name}')
                     continue
 
                 # pass in no array which will read and render from the last

piker/ui/_l1.py

@@ -26,7 +26,6 @@ from PyQt5.QtCore import QPointF
 
 from ._axes import YAxisLabel
 from ._style import hcolor
-from ._pg_overrides import PlotItem
 
 
 class LevelLabel(YAxisLabel):
@@ -133,7 +132,7 @@ class LevelLabel(YAxisLabel):
         level = self.fields['level']
 
         # map "level" to local coords
-        abs_xy = self._pi.mapFromView(QPointF(0, level))
+        abs_xy = self._chart.mapFromView(QPointF(0, level))
 
         self.update_label(
             abs_xy,
@@ -150,7 +149,7 @@ class LevelLabel(YAxisLabel):
         h, w = self.set_label_str(fields)
 
         if self._adjust_to_l1:
-            self._x_offset = self._pi.chart_widget._max_l1_line_len
+            self._x_offset = self._chart._max_l1_line_len
 
         self.setPos(QPointF(
             self._h_shift * (w + self._x_offset),
@@ -237,10 +236,10 @@ class L1Label(LevelLabel):
         # Set a global "max L1 label length" so we can
         # look it up on order lines and adjust their
         # labels not to overlap with it.
-        chart = self._pi.chart_widget
+        chart = self._chart
         chart._max_l1_line_len: float = max(
             chart._max_l1_line_len,
-            w,
+            w
         )
 
         return h, w
@@ -252,17 +251,17 @@ class L1Labels:
     """
     def __init__(
         self,
-        plotitem: PlotItem,
+        chart: 'ChartPlotWidget',  # noqa
         digits: int = 2,
         size_digits: int = 3,
         font_size: str = 'small',
     ) -> None:
 
-        chart = self.chart = plotitem.chart_widget
+        self.chart = chart
 
-        raxis = plotitem.getAxis('right')
+        raxis = chart.getAxis('right')
         kwargs = {
-            'chart': plotitem,
+            'chart': chart,
             'parent': raxis,
 
             'opacity': 1,

piker/ui/_lines.py

@@ -18,14 +18,9 @@
 Lines for orders, alerts, L2.
 
 """
-from __future__ import annotations
 from functools import partial
 from math import floor
-from typing import (
-    Optional,
-    Callable,
-    TYPE_CHECKING,
-)
+from typing import Optional, Callable
 
 import pyqtgraph as pg
 from pyqtgraph import Point, functions as fn
@@ -42,9 +37,6 @@ from ..calc import humanize
 from ._label import Label
 from ._style import hcolor, _font
 
-if TYPE_CHECKING:
-    from ._cursor import Cursor
-
 
 # TODO: probably worth investigating if we can
 # make .boundingRect() faster:
@@ -92,7 +84,7 @@ class LevelLine(pg.InfiniteLine):
 
         self._marker = None
         self.only_show_markers_on_hover = only_show_markers_on_hover
-        self.track_marker_pos: bool = False
+        self.show_markers: bool = True  # presuming the line is hovered at init
 
         # should line go all the way to far end or leave a "margin"
         # space for other graphics (eg. L1 book)
@@ -130,9 +122,6 @@ class LevelLine(pg.InfiniteLine):
         self._y_incr_mult = 1 / chart.linked.symbol.tick_size
         self._right_end_sc: float = 0
 
-        # use px caching
-        self.setCacheMode(QtWidgets.QGraphicsItem.DeviceCoordinateCache)
-
     def txt_offsets(self) -> tuple[int, int]:
         return 0, 0
 
@@ -227,23 +216,20 @@ class LevelLine(pg.InfiniteLine):
         y: float
 
     ) -> None:
-        '''
-        Chart coordinates cursor tracking callback.
+        '''Chart coordinates cursor tracking callback.
 
         this is called by our ``Cursor`` type once this line is set to
         track the cursor: for every movement this callback is invoked to
         reposition the line with the current view coordinates.
-
         '''
         self.movable = True
         self.set_level(y)  # implictly calls reposition handler
 
     def mouseDragEvent(self, ev):
-        '''
-        Override the ``InfiniteLine`` handler since we need more
+        """Override the ``InfiniteLine`` handler since we need more
         detailed control and start end signalling.
 
-        '''
+        """
         cursor = self._chart.linked.cursor
 
         # hide y-crosshair
@@ -295,20 +281,10 @@ class LevelLine(pg.InfiniteLine):
             # show y-crosshair again
             cursor.show_xhair()
 
-    def get_cursor(self) -> Optional[Cursor]:
-
-        chart = self._chart
-        cur = chart.linked.cursor
-        if self in cur._hovered:
-            return cur
-
-        return None
-
     def delete(self) -> None:
-        '''
-        Remove this line from containing chart/view/scene.
+        """Remove this line from containing chart/view/scene.
 
-        '''
+        """
         scene = self.scene()
         if scene:
             for label in self._labels:
@@ -322,8 +298,9 @@ class LevelLine(pg.InfiniteLine):
 
         # remove from chart/cursor states
         chart = self._chart
-        cur = self.get_cursor()
-        if cur:
+        cur = chart.linked.cursor
+
+        if self in cur._hovered:
             cur._hovered.remove(self)
 
         chart.plotItem.removeItem(self)
@@ -331,8 +308,8 @@ class LevelLine(pg.InfiniteLine):
     def mouseDoubleClickEvent(
         self,
         ev: QtGui.QMouseEvent,
-
     ) -> None:
+
         # TODO: enter labels edit mode
         print(f'double click {ev}')
 
@@ -357,22 +334,30 @@ class LevelLine(pg.InfiniteLine):
 
         line_end, marker_right, r_axis_x = self._chart.marker_right_points()
 
-        # (legacy) NOTE: at one point this seemed slower when moving around
-        # order lines.. not sure if that's still true or why but we've
-        # dropped the original hacky `.pain()` transform stuff for inf
-        # line markers now - check the git history if it needs to be
-        # reverted.
-        if self._marker:
-            if self.track_marker_pos:
-                # make the line end at the marker's x pos
-                line_end = marker_right = self._marker.pos().x()
+        if self.show_markers and self.markers:
+
+            p.setPen(self.pen)
+            qgo_draw_markers(
+                self.markers,
+                self.pen.color(),
+                p,
+                vb_left,
+                vb_right,
+                marker_right,
+            )
+            # marker_size = self.markers[0][2]
+            self._maxMarkerSize = max([m[2] / 2. for m in self.markers])
+
+        # this seems slower when moving around
+        # order lines.. not sure wtf is up with that.
+        # for now we're just using it on the position line.
+        elif self._marker:
 
             # TODO: make this label update part of a scene-aware-marker
             # composed annotation
             self._marker.setPos(
                 QPointF(marker_right, self.scene_y())
             )
-
             if hasattr(self._marker, 'label'):
                 self._marker.label.update()
 
@@ -394,14 +379,16 @@ class LevelLine(pg.InfiniteLine):
 
     def hide(self) -> None:
         super().hide()
-        mkr = self._marker
-        if mkr:
-            mkr.hide()
+        if self._marker:
+            self._marker.hide()
+            # needed for ``order_line()`` lines currently
+            self._marker.label.hide()
 
     def show(self) -> None:
         super().show()
         if self._marker:
             self._marker.show()
+            # self._marker.label.show()
 
     def scene_y(self) -> float:
         return self.getViewBox().mapFromView(
@@ -434,10 +421,6 @@ class LevelLine(pg.InfiniteLine):
 
         return path
 
-    @property
-    def marker(self) -> LevelMarker:
-        return self._marker
-
     def hoverEvent(self, ev):
         '''
         Mouse hover callback.
@@ -446,16 +429,17 @@ class LevelLine(pg.InfiniteLine):
         cur = self._chart.linked.cursor
 
         # hovered
-        if (
-            not ev.isExit()
-            and ev.acceptDrags(QtCore.Qt.LeftButton)
-        ):
+        if (not ev.isExit()) and ev.acceptDrags(QtCore.Qt.LeftButton):
+
             # if already hovered we don't need to run again
             if self.mouseHovering is True:
                 return
 
             if self.only_show_markers_on_hover:
-                self.show_markers()
+                self.show_markers = True
+
+                if self._marker:
+                    self._marker.show()
 
             # highlight if so configured
             if self.highlight_on_hover:
@@ -498,7 +482,11 @@ class LevelLine(pg.InfiniteLine):
             cur._hovered.remove(self)
 
             if self.only_show_markers_on_hover:
-                self.hide_markers()
+                self.show_markers = False
+
+                if self._marker:
+                    self._marker.hide()
+                    self._marker.label.hide()
 
             if self not in cur._trackers:
                 cur.show_xhair(y_label_level=self.value())
@@ -510,15 +498,6 @@ class LevelLine(pg.InfiniteLine):
 
         self.update()
 
-    def hide_markers(self) -> None:
-        if self._marker:
-            self._marker.hide()
-            self._marker.label.hide()
-
-    def show_markers(self) -> None:
-        if self._marker:
-            self._marker.show()
-
 
 def level_line(
 
@@ -539,10 +518,9 @@ def level_line(
     **kwargs,
 
 ) -> LevelLine:
-    '''
-    Convenience routine to add a styled horizontal line to a plot.
+    """Convenience routine to add a styled horizontal line to a plot.
 
-    '''
+    """
     hl_color = color + '_light' if highlight_on_hover else color
 
     line = LevelLine(
@@ -724,7 +702,7 @@ def order_line(
         marker = LevelMarker(
             chart=chart,
             style=marker_style,
-            get_level=line.value,  # callback
+            get_level=line.value,
             size=marker_size,
             keep_in_view=False,
         )
@@ -733,8 +711,7 @@ def order_line(
         marker = line.add_marker(marker)
 
         # XXX: DON'T COMMENT THIS!
-        # this fixes it the artifact issue!
-        # .. of course, bounding rect stuff
+        # this fixes it the artifact issue! .. of course, bounding rect stuff
         line._maxMarkerSize = marker_size
 
         assert line._marker is marker
@@ -755,8 +732,7 @@ def order_line(
 
         if action != 'alert':
 
-            # add a partial position label if we also added a level
-            # marker
+            # add a partial position label if we also added a level marker
             pp_size_label = Label(
                 view=view,
                 color=line.color,
@@ -790,9 +766,9 @@ def order_line(
             # XXX: without this the pp proportion label next the marker
             # seems to lag?  this is the same issue we had with position
             # lines which we handle with ``.update_graphcis()``.
+            # marker._on_paint=lambda marker: pp_size_label.update()
             marker._on_paint = lambda marker: pp_size_label.update()
 
-        # XXX: THIS IS AN UNTYPED MONKEY PATCH!?!?!
         marker.label = label
 
     # sanity check

piker/ui/_notify.py

@@ -1,104 +0,0 @@
-# piker: trading gear for hackers
-# Copyright (C) Tyler Goodlet (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/>.
-
-"""
-Notifications utils.
-
-"""
-import os
-import platform
-import subprocess
-from typing import Optional
-
-import trio
-
-from ..log import get_logger
-from ..clearing._messages import (
-    Status,
-)
-
-log = get_logger(__name__)
-
-
-_dbus_uid: Optional[str] = ''
-
-
-async def notify_from_ems_status_msg(
-    msg: Status,
-    duration: int = 3000,
-    is_subproc: bool = False,
-
-) -> None:
-    '''
-    Send a linux desktop notification.
-
-    Handle subprocesses by discovering the dbus user id
-    on first call.
-
-    '''
-    if platform.system() != "Linux":
-        return
-
-    # TODO: this in another task?
-    # not sure if this will ever be a bottleneck,
-    # we probably could do graphics stuff first tho?
-
-    if is_subproc:
-        global _dbus_uid
-        su = os.environ.get('SUDO_USER')
-        if (
-            not _dbus_uid
-            and su
-        ):
-
-            # TODO: use `trio` but we need to use nursery.start()
-            # to use pipes?
-            # result = await trio.run_process(
-            result = subprocess.run(
-                [
-                    'id',
-                    '-u',
-                    su,
-                ],
-                stdout=subprocess.PIPE,
-                stderr=subprocess.PIPE,
-                # check=True
-            )
-            _dbus_uid = result.stdout.decode("utf-8").replace('\n', '')
-
-            os.environ['DBUS_SESSION_BUS_ADDRESS'] = (
-                f'unix:path=/run/user/{_dbus_uid}/bus'
-            )
-
-    result = await trio.run_process(
-        [
-            'notify-send',
-            '-u', 'normal',
-            '-t', f'{duration}',
-            'piker',
-
-            # TODO: add in standard fill/exec info that maybe we
-            # pack in a broker independent way?
-            f"'{msg.pformat()}'",
-        ],           
-        capture_stdout=True,
-        capture_stderr=True,
-        check=False,
-    )
-    if result.returncode != 0:
-        log.warn(f'No notification daemon installed stderr: {result.stderr}')
-                      
-    log.runtime(result)        

piker/ui/_ohlc.py

@@ -25,22 +25,13 @@ from typing import (
 
 import numpy as np
 import pyqtgraph as pg
-from PyQt5 import (
-    QtGui,
-    QtWidgets,
-)
-from PyQt5.QtCore import (
-    QLineF,
-    QRectF,
-)
-
+from PyQt5 import QtCore, QtGui, QtWidgets
+from PyQt5.QtCore import QLineF, QPointF
 from PyQt5.QtGui import QPainterPath
 
-from ._curve import FlowGraphic
 from .._profile import pg_profile_enabled, ms_slower_then
 from ._style import hcolor
 from ..log import get_logger
-from .._profile import Profiler
 
 if TYPE_CHECKING:
     from ._chart import LinkedSplits
@@ -52,8 +43,7 @@ log = get_logger(__name__)
 def bar_from_ohlc_row(
     row: np.ndarray,
     # 0.5 is no overlap between arms, 1.0 is full overlap
-    bar_w: float,
-    bar_gap: float = 0.16
+    w: float = 0.43
 
 ) -> tuple[QLineF]:
     '''
@@ -61,7 +51,8 @@ def bar_from_ohlc_row(
     OHLC "bar" for use in the "last datum" of a series.
 
     '''
-    open, high, low, close, index = row
+    open, high, low, close, index = row[
+        ['open', 'high', 'low', 'close', 'index']]
 
     # TODO: maybe consider using `QGraphicsLineItem` ??
     # gives us a ``.boundingRect()`` on the objects which may make
@@ -69,11 +60,9 @@ def bar_from_ohlc_row(
     # history path faster since it's done in C++:
     # https://doc.qt.io/qt-5/qgraphicslineitem.html
 
-    mid: float = (bar_w / 2) + index
-
     # high -> low vertical (body) line
     if low != high:
-        hl = QLineF(mid, low, mid, high)
+        hl = QLineF(index, low, index, high)
     else:
         # XXX: if we don't do it renders a weird rectangle?
         # see below for filtering this later...
@@ -84,18 +73,15 @@ def bar_from_ohlc_row(
     # the index's range according to the view mapping coordinates.
 
     # open line
-    o = QLineF(index + bar_gap, open, mid, open)
+    o = QLineF(index - w, open, index, open)
 
     # close line
-    c = QLineF(
-        mid, close,
-        index + bar_w - bar_gap, close,
-    )
+    c = QLineF(index, close, index + w, close)
 
     return [hl, o, c]
 
 
-class BarItems(FlowGraphic):
+class BarItems(pg.GraphicsObject):
     '''
     "Price range" bars graphics rendered from a OHLC sampled sequence.
 
@@ -104,8 +90,8 @@ class BarItems(FlowGraphic):
         self,
         linked: LinkedSplits,
         plotitem: 'pg.PlotItem',  # noqa
-        color: str = 'bracket',
-        last_bar_color: str = 'original',
+        pen_color: str = 'bracket',
+        last_bar_color: str = 'bracket',
 
         name: Optional[str] = None,
 
@@ -114,37 +100,21 @@ class BarItems(FlowGraphic):
         self.linked = linked
         # XXX: for the mega-lulz increasing width here increases draw
         # latency...  so probably don't do it until we figure that out.
-        self._color = color
-        self.bars_pen = pg.mkPen(hcolor(color), width=1)
+        self._color = pen_color
+        self.bars_pen = pg.mkPen(hcolor(pen_color), width=1)
         self.last_bar_pen = pg.mkPen(hcolor(last_bar_color), width=2)
         self._name = name
 
-        # XXX: causes this weird jitter bug when click-drag panning
-        # where the path curve will awkwardly flicker back and forth?
-        # self.setCacheMode(QtWidgets.QGraphicsItem.DeviceCoordinateCache)
-
+        self.setCacheMode(QtWidgets.QGraphicsItem.DeviceCoordinateCache)
         self.path = QPainterPath()
-        self._last_bar_lines: tuple[QLineF, ...] | None = None
+        self._last_bar_lines: Optional[tuple[QLineF, ...]] = None
 
-    def x_last(self) -> None | float:
-        '''
-        Return the last most x value of the close line segment
-        or if not drawn yet, ``None``.
+    def x_uppx(self) -> int:
+        # we expect the downsample curve report this.
+        return 0
 
-        '''
-        if self._last_bar_lines:
-            close_arm_line = self._last_bar_lines[-1]
-            return close_arm_line.x2() if close_arm_line else None
-        else:
-            return None
-
-    # Qt docs: https://doc.qt.io/qt-5/qgraphicsitem.html#boundingRect
     def boundingRect(self):
-        # profiler = Profiler(
-        #     msg=f'BarItems.boundingRect(): `{self._name}`',
-        #     disabled=not pg_profile_enabled(),
-        #     ms_threshold=ms_slower_then,
-        # )
+        # Qt docs: https://doc.qt.io/qt-5/qgraphicsitem.html#boundingRect
 
         # TODO: Can we do rect caching to make this faster
         # like `pg.PlotCurveItem` does? In theory it's just
@@ -164,37 +134,32 @@ class BarItems(FlowGraphic):
             hb.topLeft(),
             hb.bottomRight(),
         )
-        mn_y = hb_tl.y()
-        mx_y = hb_br.y()
-        most_left = hb_tl.x()
-        most_right = hb_br.x()
-        # profiler('calc path vertices')
 
         # need to include last bar height or BR will be off
-        # OHLC line segments: [hl, o, c]
-        last_lines: tuple[QLineF] | None = self._last_bar_lines
+        mx_y = hb_br.y()
+        mn_y = hb_tl.y()
+
+        last_lines = self._last_bar_lines
         if last_lines:
-            (
-                hl,
-                o,
-                c,
-            ) = last_lines
-            most_right = c.x2() + 1
-            ymx = ymn = c.y2()
+            body_line = self._last_bar_lines[0]
+            if body_line:
+                mx_y = max(mx_y, max(body_line.y1(), body_line.y2()))
+                mn_y = min(mn_y, min(body_line.y1(), body_line.y2()))
 
-            if hl:
-                y1, y2 = hl.y1(), hl.y2()
-                ymn = min(y1, y2)
-                ymx = max(y1, y2)
-                mx_y = max(ymx, mx_y)
-                mn_y = min(ymn, mn_y)
-                # profiler('calc last bar vertices')
+        return QtCore.QRectF(
 
-        return QRectF(
-            most_left,
+            # top left
+            QPointF(
+                hb_tl.x(),
                 mn_y,
-            most_right - most_left + 1,
-            mx_y - mn_y,
+            ),
+
+            # bottom right
+            QPointF(
+                hb_br.x() + 1,
+                mx_y,
+            )
+
         )
 
     def paint(
@@ -205,7 +170,7 @@ class BarItems(FlowGraphic):
 
     ) -> None:
 
-        profiler = Profiler(
+        profiler = pg.debug.Profiler(
             disabled=not pg_profile_enabled(),
             ms_threshold=ms_slower_then,
         )
@@ -231,40 +196,29 @@ class BarItems(FlowGraphic):
         self,
         path: QPainterPath,
         src_data: np.ndarray,
+        render_data: np.ndarray,
         reset: bool,
         array_key: str,
-        index_field: str,
 
-    ) -> None:
-
-        # relevant fields
         fields: list[str] = [
+            'index',
             'open',
             'high',
             'low',
             'close',
-            index_field,
-        ]
+        ],
+
+    ) -> None:
+
+        # relevant fields
         ohlc = src_data[fields]
-        # last_row = ohlc[-1:]
+        last_row = ohlc[-1:]
 
         # individual values
-        last_row = o, h, l, last, i = ohlc[-1]
-
-        # times = src_data['time']
-        # if times[-1] - times[-2]:
-        #     breakpoint()
-
-        index = src_data[index_field]
-        step_size = index[-1] - index[-2]
+        last_row = i, o, h, l, last = ohlc[-1]
 
         # generate new lines objects for updatable "current bar"
-        bg: float = 0.16 * step_size
-        self._last_bar_lines = bar_from_ohlc_row(
-            last_row,
-            bar_w=step_size,
-            bar_gap=bg,
-        )
+        self._last_bar_lines = bar_from_ohlc_row(last_row)
 
         # assert i == graphics.start_index - 1
         # assert i == last_index
@@ -279,16 +233,10 @@ class BarItems(FlowGraphic):
         if l != h:  # noqa
 
             if body is None:
-                body = self._last_bar_lines[0] = QLineF(
-                    i + bg, l,
-                    i + step_size - bg, h,
-                )
+                body = self._last_bar_lines[0] = QLineF(i, l, i, h)
             else:
                 # update body
-                body.setLine(
-                    body.x1(), l,
-                    body.x2(), h,
-                )
+                body.setLine(i, l, i, h)
 
             # XXX: pretty sure this is causing an issue where the
             # bar has a large upward move right before the next
@@ -299,5 +247,4 @@ class BarItems(FlowGraphic):
             # date / from some previous sample. It's weird though
             # because i've seen it do this to bars i - 3 back?
 
-        # return ohlc['time'], ohlc['close']
-        return ohlc[index_field], ohlc['close']
+        return ohlc['index'], ohlc['close']

piker/ui/_orm.py

@@ -22,9 +22,12 @@ 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,
@@ -35,7 +38,6 @@ from ._forms import (
     # FontScaledDelegate,
     Edit,
 )
-from ..data.types import Struct
 
 
 DataType = TypeVar('DataType')
@@ -60,7 +62,7 @@ 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,
 
@@ -98,7 +100,7 @@ class Edit(Field[DataType], Generic[DataType]):
     widget_factory = Edit
 
 
-class AllocatorPane(Struct):
+class AllocatorPane(BaseModel):
 
     account = Selection[str](
         options=dict.fromkeys(

piker/ui/_overlay.py

@@ -18,27 +18,23 @@
 Charting overlay helpers.
 
 '''
-from collections import defaultdict
-from functools import partial
-from typing import (
-    Callable,
-    Optional,
+from typing import Callable, Optional
+
+from pyqtgraph.Qt.QtCore import (
+    # QObject,
+    # Signal,
+    Qt,
+    # QEvent,
 )
 
 from pyqtgraph.graphicsItems.AxisItem import AxisItem
 from pyqtgraph.graphicsItems.ViewBox import ViewBox
-# from pyqtgraph.graphicsItems.GraphicsWidget import GraphicsWidget
+from pyqtgraph.graphicsItems.GraphicsWidget import GraphicsWidget
 from pyqtgraph.graphicsItems.PlotItem.PlotItem import PlotItem
-from pyqtgraph.Qt.QtCore import (
-    QObject,
-    Signal,
-    QEvent,
-    Qt,
-)
-from pyqtgraph.Qt.QtWidgets import (
-    # QGraphicsGridLayout,
-    QGraphicsLinearLayout,
-)
+from pyqtgraph.Qt.QtCore import QObject, Signal, QEvent
+from pyqtgraph.Qt.QtWidgets import QGraphicsGridLayout, QGraphicsLinearLayout
+
+from ._interaction import ChartView
 
 __all__ = ["PlotItemOverlay"]
 
@@ -84,8 +80,8 @@ class ComposedGridLayout:
     ``<axis_name>i`` in the layout.
 
     The ``item: PlotItem`` passed to the constructor's grid layout is
-    used verbatim as the "main plot" who's view box is given precedence
-    for input handling. The main plot's axes are removed from its
+    used verbatim as the "main plot" who's view box is give precedence
+    for input handling. The main plot's axes are removed from it's
     layout and placed in the surrounding exterior layouts to allow for
     re-ordering if desired.
 
@@ -93,11 +89,16 @@ class ComposedGridLayout:
     def __init__(
         self,
         item: PlotItem,
+        grid: QGraphicsGridLayout,
+        reverse: bool = False,  # insert items to the "center"
 
     ) -> None:
-
         self.items: list[PlotItem] = []
-        self._pi2axes: dict[  # TODO: use a ``bidict`` here?
+        # self.grid = grid
+        self.reverse = reverse
+
+        # TODO: use a ``bidict`` here?
+        self._pi2axes: dict[
             int,
             dict[str, AxisItem],
         ] = {}
@@ -119,13 +120,12 @@ class ComposedGridLayout:
 
             if name in ('top', 'bottom'):
                 orient = Qt.Vertical
-
             elif name in ('left', 'right'):
                 orient = Qt.Horizontal
 
             layout.setOrientation(orient)
 
-        self.insert_plotitem(0, item)
+        self.insert(0, item)
 
         # insert surrounding linear layouts into the parent pi's layout
         # such that additional axes can be appended arbitrarily without
@@ -159,7 +159,7 @@ class ComposedGridLayout:
         # enter plot into list for index tracking
         self.items.insert(index, plotitem)
 
-    def insert_plotitem(
+    def insert(
         self,
         index: int,
         plotitem: PlotItem,
@@ -171,9 +171,7 @@ class ComposedGridLayout:
 
         '''
         if index < 0:
-            raise ValueError(
-                '`.insert_plotitem()` only supports an index >= 0'
-            )
+            raise ValueError('`insert()` only supports an index >= 0')
 
         # add plot's axes in sequence to the embedded linear layouts
         # for each "side" thus avoiding graphics collisions.
@@ -222,7 +220,7 @@ class ComposedGridLayout:
 
         return index
 
-    def append_plotitem(
+    def append(
         self,
         item: PlotItem,
 
@@ -234,7 +232,7 @@ class ComposedGridLayout:
         '''
         # for left and bottom axes we have to first remove
         # items and re-insert to maintain a list-order.
-        return self.insert_plotitem(len(self.items), item)
+        return self.insert(len(self.items), item)
 
     def get_axis(
         self,
@@ -251,16 +249,16 @@ class ComposedGridLayout:
         named = self._pi2axes[name]
         return named.get(index)
 
-    # def pop(
-    #     self,
-    #     item: PlotItem,
+    def pop(
+        self,
+        item: PlotItem,
 
-    # ) -> PlotItem:
-    #     '''
-    #     Remove item and restack all axes in list-order.
+    ) -> PlotItem:
+        '''
+        Remove item and restack all axes in list-order.
 
-    #     '''
-    #     raise NotImplementedError
+        '''
+        raise NotImplementedError
 
 
 # Unimplemented features TODO:
@@ -281,6 +279,194 @@ class ComposedGridLayout:
 #   axis?
 
 
+# TODO: we might want to enabled some kind of manual flag to disable
+# this method wrapping during type creation? As example a user could
+# definitively decide **not** to enable broadcasting support by
+# setting something like ``ViewBox.disable_relays = True``?
+def mk_relay_method(
+
+    signame: str,
+    slot: Callable[
+        [ViewBox,
+         'QEvent',
+         Optional[AxisItem]],
+        None,
+    ],
+
+) -> Callable[
+    [
+        ViewBox,
+        # lol, there isn't really a generic type thanks
+        # to the rewrite of Qt's event system XD
+        'QEvent',
+
+        'Optional[AxisItem]',
+        'Optional[ViewBox]',  # the ``relayed_from`` arg we provide
+    ],
+    None,
+]:
+
+    def maybe_broadcast(
+        vb: 'ViewBox',
+        ev: 'QEvent',
+        axis: 'Optional[int]' = None,
+        relayed_from: 'ViewBox' = None,
+
+    ) -> None:
+        '''
+        (soon to be) Decorator which makes an event handler
+        "broadcastable" to overlayed ``GraphicsWidget``s.
+
+        Adds relay signals based on the decorated handler's name
+        and conducts a signal broadcast of the relay signal if there
+        are consumers registered.
+
+        '''
+        # When no relay source has been set just bypass all
+        # the broadcast machinery.
+        if vb.event_relay_source is None:
+            ev.accept()
+            return slot(
+                vb,
+                ev,
+                axis=axis,
+            )
+
+        if relayed_from:
+            assert axis is None
+
+            # this is a relayed event and should be ignored (so it does not
+            # halt/short circuit the graphicscene loop). Further the
+            # surrounding handler for this signal must be allowed to execute
+            # and get processed by **this consumer**.
+            # print(f'{vb.name} rx relayed from {relayed_from.name}')
+            ev.ignore()
+
+            return slot(
+                vb,
+                ev,
+                axis=axis,
+            )
+
+        if axis is not None:
+            # print(f'{vb.name} handling axis event:\n{str(ev)}')
+            ev.accept()
+            return slot(
+                vb,
+                ev,
+                axis=axis,
+            )
+
+        elif (
+            relayed_from is None
+            and vb.event_relay_source is vb  # we are the broadcaster
+            and axis is None
+        ):
+            # Broadcast case: this is a source event which will be
+            # relayed to attached consumers and accepted after all
+            # consumers complete their own handling followed by this
+            # routine's processing. Sequence is,
+            # - pre-relay to all consumers *first* - ``.emit()`` blocks
+            #   until all downstream relay handlers have run.
+            # - run the source handler for **this** event and accept
+            #   the event
+
+            # Access the "bound signal" that is created
+            # on the widget type as part of instantiation.
+            signal = getattr(vb, signame)
+            # print(f'{vb.name} emitting {signame}')
+
+            # TODO/NOTE: we could also just bypass a "relay" signal
+            # entirely and instead call the handlers manually in
+            # a loop? This probably is a lot simpler and also doesn't
+            # have any downside, and allows not touching target widget
+            # internals.
+            signal.emit(
+                ev,
+                axis,
+                # passing this demarks a broadcasted/relayed event
+                vb,
+            )
+            # accept event so no more relays are fired.
+            ev.accept()
+
+            # call underlying wrapped method with an extra
+            # ``relayed_from`` value to denote that this is a relayed
+            # event handling case.
+            return slot(
+                vb,
+                ev,
+                axis=axis,
+            )
+
+    return maybe_broadcast
+
+
+# XXX: :( can't define signals **after** class compile time
+# so this is not really useful.
+# def mk_relay_signal(
+#     func,
+#     name: str = None,
+
+# ) -> Signal:
+#     (
+#         args,
+#         varargs,
+#         varkw,
+#         defaults,
+#         kwonlyargs,
+#         kwonlydefaults,
+#         annotations
+#     ) = inspect.getfullargspec(func)
+
+#     # XXX: generate a relay signal with 1 extra
+#     # argument for a ``relayed_from`` kwarg. Since
+#     # ``'self'`` is already ignored by signals we just need
+#     # to count the arguments since we're adding only 1 (and
+#     # ``args`` will capture that).
+#     numargs = len(args + list(defaults))
+#     signal = Signal(*tuple(numargs * [object]))
+#     signame = name or func.__name__ + 'Relay'
+#     return signame, signal
+
+
+def enable_relays(
+    widget: GraphicsWidget,
+    handler_names: list[str],
+
+) -> list[Signal]:
+    '''
+    Method override helper which enables relay of a particular
+    ``Signal`` from some chosen broadcaster widget to a set of
+    consumer widgets which should operate their event handlers normally
+    but instead of signals "relayed" from the broadcaster.
+
+    Mostly useful for overlaying widgets that handle user input
+    that you want to overlay graphically. The target ``widget`` type must
+    define ``QtCore.Signal``s each with a `'Relay'` suffix for each
+    name provided in ``handler_names: list[str]``.
+
+    '''
+    signals = []
+    for name in handler_names:
+        handler = getattr(widget, name)
+        signame = name + 'Relay'
+        # ensure the target widget defines a relay signal
+        relay = getattr(widget, signame)
+        widget.relays[signame] = name
+        signals.append(relay)
+        method = mk_relay_method(signame, handler)
+        setattr(widget, name, method)
+
+    return signals
+
+
+enable_relays(
+    ChartView,
+    ['wheelEvent', 'mouseDragEvent']
+)
+
+
 class PlotItemOverlay:
     '''
     A composite for managing overlaid ``PlotItem`` instances such that
@@ -296,18 +482,16 @@ class PlotItemOverlay:
     ) -> None:
 
         self.root_plotitem: PlotItem = root_plotitem
-        self.relay_handlers: defaultdict[
-            str,
-            list[Callable],
-        ] = defaultdict(list)
 
-        # NOTE: required for scene layering/relaying; this guarantees
-        # the "root" plot receives priority for interaction
-        # events/signals.
-        root_plotitem.vb.setZValue(10)
+        vb = root_plotitem.vb
+        vb.event_relay_source = vb  # TODO: maybe change name?
+        vb.setZValue(1000)  # XXX: critical for scene layering/relaying
 
         self.overlays: list[PlotItem] = []
-        self.layout = ComposedGridLayout(root_plotitem)
+        self.layout = ComposedGridLayout(
+            root_plotitem,
+            root_plotitem.layout,
+        )
         self._relays: dict[str, Signal] = {}
 
     def add_plotitem(
@@ -315,10 +499,8 @@ class PlotItemOverlay:
         plotitem: PlotItem,
         index: Optional[int] = None,
 
-        # event/signal names which will be broadcasted to all added
-        # (relayee) ``PlotItem``s (eg. ``ViewBox.mouseDragEvent``).
-        relay_events: list[str] = [],
-
+        # TODO: we could also put the ``ViewBox.XAxis``
+        # style enum here?
         # (0,),  # link x
         # (1,),  # link y
         # (0, 1),  # link both
@@ -328,155 +510,58 @@ class PlotItemOverlay:
 
         index = index or len(self.overlays)
         root = self.root_plotitem
+        # layout: QGraphicsGridLayout = root.layout
         self.overlays.insert(index, plotitem)
         vb: ViewBox = plotitem.vb
 
+        # mark this consumer overlay as ready to expect relayed events
+        # from the root plotitem.
+        vb.event_relay_source = root.vb
+
         # TODO: some sane way to allow menu event broadcast XD
         # vb.setMenuEnabled(False)
 
-        # wire up any relay signal(s) from the source plot to added
-        # "overlays". We use a plain loop instead of mucking with
-        # re-connecting signal/slots which tends to be more invasive and
-        # harder to implement and provides no measurable performance
-        # gain.
-        if relay_events:
-            for ev_name in relay_events:
-                relayee_handler: Callable[
-                    [
-                        ViewBox,
-                        # lol, there isn't really a generic type thanks
-                        # to the rewrite of Qt's event system XD
-                        QEvent,
+        # TODO: inside the `maybe_broadcast()` (soon to be) decorator
+        # we need have checks that consumers have been attached to
+        # these relay signals.
+        if link_axes != (0, 1):
 
-                        AxisItem | None,
-                    ],
-                    None,
-                ] = getattr(vb, ev_name)
-
-                sub_handlers: list[Callable] = self.relay_handlers[ev_name]
-
-                # on the first registry of a relayed event we pop the
-                # root's handler and override it to a custom broadcaster
-                # routine.
-                if not sub_handlers:
-
-                    src_handler = getattr(
-                        root.vb,
-                        ev_name,
-                    )
-
-                    def broadcast(
-                        ev: 'QEvent',
-
-                        # TODO: drop this viewbox specific input and
-                        # allow a predicate to be passed in by user.
-                        axis: 'Optional[int]' = None,
-
-                        *,
-
-                        # these are bound in by the ``partial`` below
-                        # and ensure a unique broadcaster per event.
-                        ev_name: str = None,
-                        src_handler: Callable = None,
-                        relayed_from: 'ViewBox' = None,
-
-                        # remaining inputs the source handler expects
-                        **kwargs,
-
-                    ) -> None:
-                        '''
-                        Broadcast signal or event: this is a source
-                        event which will be relayed to attached
-                        "relayee" plot item consumers.
-
-                        The event is accepted halting any further
-                        handlers from being triggered.
-
-                        Sequence is,
-                        - pre-relay to all consumers *first* - exactly
-                          like how a ``Signal.emit()`` blocks until all
-                          downstream relay handlers have run.
-                        - run the event's source handler event
-
-                        '''
-                        ev.accept()
-
-                        # broadcast first to relayees *first*. trigger
-                        # relay of event to all consumers **before**
-                        # processing/consumption in the source handler.
-                        relayed_handlers = self.relay_handlers[ev_name]
-
-                        assert getattr(vb, ev_name).__name__ == ev_name
-
-                        # TODO: generalize as an input predicate
-                        if axis is None:
-                            for handler in relayed_handlers:
-                                handler(
-                                    ev,
-                                    axis=axis,
-                                    **kwargs,
-                                )
-
-                        # run "source" widget's handler last
-                        src_handler(
-                            ev,
-                            axis=axis,
-                        )
-
-                    # dynamic handler override on the publisher plot
-                    setattr(
-                        root.vb,
-                        ev_name,
-                        partial(
-                            broadcast,
-                            ev_name=ev_name,
-                            src_handler=src_handler
-                        ),
-                    )
-
-                else:
-                    assert getattr(root.vb, ev_name)
-                    assert relayee_handler not in sub_handlers
-
-                # append relayed-to widget's handler to relay table
-                sub_handlers.append(relayee_handler)
+            # wire up relay signals
+            for relay_signal_name, handler_name in vb.relays.items():
+                # print(handler_name)
+                # XXX: Signal class attrs are bound after instantiation
+                # of the defining type, so we need to access that bound
+                # version here.
+                signal = getattr(root.vb, relay_signal_name)
+                handler = getattr(vb, handler_name)
+                signal.connect(handler)
 
         # link dim-axes to root if requested by user.
+        # TODO: solve more-then-wanted scaled panning on click drag
+        # which seems to be due to broadcast. So we probably need to
+        # disable broadcast when axes are linked in a particular
+        # dimension?
         for dim in link_axes:
             # link x and y axes to new view box such that the top level
             # viewbox propagates to the root (and whatever other
             # plotitem overlays that have been added).
             vb.linkView(dim, root.vb)
 
-        # => NOTE: in order to prevent "more-then-linear" scaled
-        # panning moves on (for eg. click-drag) certain range change
-        # signals (i.e. ``.sigXRangeChanged``), the user needs to be
-        # careful that any broadcasted ``relay_events`` are are short
-        # circuited in sub-handlers (aka relayee's) implementations. As
-        # an example if a ``ViewBox.mouseDragEvent`` is broadcasted, the
-        # overlayed implementations need to be sure they either don't
-        # also link the x-axes (by not providing ``link_axes=(0,)``
-        # above) or that the relayee ``.mouseDragEvent()`` handlers are
-        # ready to "``return`` early" in the case that
-        # ``.sigXRangeChanged`` is emitted as part of linked axes.
-        # For more details on such signalling mechanics peek in
-        # ``ViewBox.linkView()``.
+        # make overlaid viewbox impossible to focus since the top
+        # level should handle all input and relay to overlays.
+        # NOTE: this was solved with the `setZValue()` above!
 
-        # make overlaid viewbox impossible to focus since the top level
-        # should handle all input and relay to overlays. Note that the
-        # "root" plot item gettingn interaction priority is configured
-        # with the ``.setZValue()`` during init.
+        # TODO: we will probably want to add a "focus" api such that
+        # a new "top level" ``PlotItem`` can be selected dynamically
+        # (and presumably the axes dynamically sorted to match).
         vb.setFlag(
             vb.GraphicsItemFlag.ItemIsFocusable,
             False
         )
         vb.setFocusPolicy(Qt.NoFocus)
 
-        # => TODO: add a "focus" api for switching the "top level"
-        # ``PlotItem`` dynamically.
-
         # append-compose into the layout all axes from this plot
-        self.layout.insert_plotitem(index, plotitem)
+        self.layout.insert(index, plotitem)
 
         plotitem.setGeometry(root.vb.sceneBoundingRect())
 
@@ -494,7 +579,24 @@ class PlotItemOverlay:
         root.vb.setFocus()
         assert root.vb.focusWidget()
 
-        vb.setZValue(100)
+    # XXX: do we need this? Why would you build then destroy?
+    def remove_plotitem(self, plotItem: PlotItem) -> None:
+        '''
+        Remove this ``PlotItem`` from the overlayed set making not shown
+        and unable to accept input.
+
+        '''
+        ...
+
+    # TODO: i think this would be super hot B)
+    def focus_item(self, plotitem: PlotItem) -> PlotItem:
+        '''
+        Apply focus to a contained PlotItem thus making it the "top level"
+        item in the overlay able to accept peripheral's input from the user
+        and responsible for zoom and panning control via its ``ViewBox``.
+
+        '''
+        ...
 
     def get_axis(
         self,
@@ -528,9 +630,8 @@ class PlotItemOverlay:
 
         return axes
 
-    # XXX: untested as of now.
-    # TODO: need this as part of selecting a different root/source
-    # plot to rewire interaction event broadcast dynamically.
+    # TODO: i guess we need this if you want to detach existing plots
+    # dynamically? XXX: untested as of now.
     def _disconnect_all(
         self,
         plotitem: PlotItem,
@@ -545,22 +646,3 @@ class PlotItemOverlay:
             disconnected.append(sig)
 
         return disconnected
-
-    # XXX: do we need this? Why would you build then destroy?
-    # def remove_plotitem(self, plotItem: PlotItem) -> None:
-    #     '''
-    #     Remove this ``PlotItem`` from the overlayed set making not shown
-    #     and unable to accept input.
-
-    #     '''
-    #     ...
-
-    # TODO: i think this would be super hot B)
-    # def focus_plotitem(self, plotitem: PlotItem) -> PlotItem:
-    #     '''
-    #     Apply focus to a contained PlotItem thus making it the "top level"
-    #     item in the overlay able to accept peripheral's input from the user
-    #     and responsible for zoom and panning control via its ``ViewBox``.
-
-    #     '''
-    #     ...

piker/ui/_pathops.py

@@ -0,0 +1,236 @@
+# piker: trading gear for hackers
+# Copyright (C) 2018-present  Tyler Goodlet (in stewardship of 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/>.
+"""
+Super fast ``QPainterPath`` generation related operator routines.
+
+"""
+from __future__ import annotations
+from typing import (
+    # Optional,
+    TYPE_CHECKING,
+)
+
+import numpy as np
+from numpy.lib import recfunctions as rfn
+from numba import njit, float64, int64  # , optional
+# import pyqtgraph as pg
+from PyQt5 import QtGui
+# from PyQt5.QtCore import QLineF, QPointF
+
+from ..data._sharedmem import (
+    ShmArray,
+)
+# from .._profile import pg_profile_enabled, ms_slower_then
+from ._compression import (
+    ds_m4,
+)
+
+if TYPE_CHECKING:
+    from ._flows import Renderer
+
+
+def xy_downsample(
+    x,
+    y,
+    uppx,
+
+    x_spacer: float = 0.5,
+
+) -> tuple[np.ndarray, np.ndarray]:
+
+    # downsample whenever more then 1 pixels per datum can be shown.
+    # always refresh data bounds until we get diffing
+    # working properly, see above..
+    bins, x, y = ds_m4(
+        x,
+        y,
+        uppx,
+    )
+
+    # flatten output to 1d arrays suitable for path-graphics generation.
+    x = np.broadcast_to(x[:, None], y.shape)
+    x = (x + np.array(
+        [-x_spacer, 0, 0, x_spacer]
+    )).flatten()
+    y = y.flatten()
+
+    return x, y
+
+
+@njit(
+    # TODO: for now need to construct this manually for readonly arrays, see
+    # https://github.com/numba/numba/issues/4511
+    # ntypes.tuple((float64[:], float64[:], float64[:]))(
+    #     numba_ohlc_dtype[::1],  # contiguous
+    #     int64,
+    #     optional(float64),
+    # ),
+    nogil=True
+)
+def path_arrays_from_ohlc(
+    data: np.ndarray,
+    start: int64,
+    bar_gap: float64 = 0.43,
+
+) -> np.ndarray:
+    '''
+    Generate an array of lines objects from input ohlc data.
+
+    '''
+    size = int(data.shape[0] * 6)
+
+    x = np.zeros(
+        # data,
+        shape=size,
+        dtype=float64,
+    )
+    y, c = x.copy(), x.copy()
+
+    # TODO: report bug for assert @
+    # /home/goodboy/repos/piker/env/lib/python3.8/site-packages/numba/core/typing/builtins.py:991
+    for i, q in enumerate(data[start:], start):
+
+        # TODO: ask numba why this doesn't work..
+        # open, high, low, close, index = q[
+        #     ['open', 'high', 'low', 'close', 'index']]
+
+        open = q['open']
+        high = q['high']
+        low = q['low']
+        close = q['close']
+        index = float64(q['index'])
+
+        istart = i * 6
+        istop = istart + 6
+
+        # x,y detail the 6 points which connect all vertexes of a ohlc bar
+        x[istart:istop] = (
+            index - bar_gap,
+            index,
+            index,
+            index,
+            index,
+            index + bar_gap,
+        )
+        y[istart:istop] = (
+            open,
+            open,
+            low,
+            high,
+            close,
+            close,
+        )
+
+        # specifies that the first edge is never connected to the
+        # prior bars last edge thus providing a small "gap"/"space"
+        # between bars determined by ``bar_gap``.
+        c[istart:istop] = (1, 1, 1, 1, 1, 0)
+
+    return x, y, c
+
+
+def gen_ohlc_qpath(
+    r: Renderer,
+    data: np.ndarray,
+    array_key: str,  # we ignore this
+    vr: tuple[int, int],
+
+    start: int = 0,  # XXX: do we need this?
+    # 0.5 is no overlap between arms, 1.0 is full overlap
+    w: float = 0.43,
+
+) -> QtGui.QPainterPath:
+    '''
+    More or less direct proxy to ``path_arrays_from_ohlc()``
+    but with closed in kwargs for line spacing.
+
+    '''
+    x, y, c = path_arrays_from_ohlc(
+        data,
+        start,
+        bar_gap=w,
+    )
+    return x, y, c
+
+
+def ohlc_to_line(
+    ohlc_shm: ShmArray,
+    data_field: str,
+    fields: list[str] = ['open', 'high', 'low', 'close']
+
+) -> tuple[
+    np.ndarray,
+    np.ndarray,
+]:
+    '''
+    Convert an input struct-array holding OHLC samples into a pair of
+    flattened x, y arrays with the same size (datums wise) as the source
+    data.
+
+    '''
+    y_out = ohlc_shm.ustruct(fields)
+    first = ohlc_shm._first.value
+    last = ohlc_shm._last.value
+
+    # write pushed data to flattened copy
+    y_out[first:last] = rfn.structured_to_unstructured(
+        ohlc_shm.array[fields]
+    )
+
+    # generate an flat-interpolated x-domain
+    x_out = (
+        np.broadcast_to(
+            ohlc_shm._array['index'][:, None],
+            (
+                ohlc_shm._array.size,
+                # 4,  # only ohlc
+                y_out.shape[1],
+            ),
+        ) + np.array([-0.5, 0, 0, 0.5])
+    )
+    assert y_out.any()
+
+    return (
+        x_out,
+        y_out,
+    )
+
+
+def to_step_format(
+    shm: ShmArray,
+    data_field: str,
+    index_field: str = 'index',
+
+) -> tuple[int, np.ndarray, np.ndarray]:
+    '''
+    Convert an input 1d shm array to a "step array" format
+    for use by path graphics generation.
+
+    '''
+    i = shm._array['index'].copy()
+    out = shm._array[data_field].copy()
+
+    x_out = np.broadcast_to(
+        i[:, None],
+        (i.size, 2),
+    ) + np.array([-0.5, 0.5])
+
+    y_out = np.empty((len(out), 2), dtype=out.dtype)
+    y_out[:] = out[:, np.newaxis]
+
+    # start y at origin level
+    y_out[0, 0] = 0
+    return x_out, y_out

piker/ui/_pg_overrides.py

@@ -15,19 +15,13 @@
 # along with this program.  If not, see <https://www.gnu.org/licenses/>.
 
 """
-Customization of ``pyqtgraph`` core routines and various types normally
-for speedups.
-
-Generally, our does not require "scentific precision" for pixel perfect
-view transforms.
+Customization of ``pyqtgraph`` core routines to speed up our use mostly
+based on not requiring "scentific precision" for pixel perfect view
+transforms.
 
 """
-from typing import Optional
-
 import pyqtgraph as pg
 
-from ._axes import Axis
-
 
 def invertQTransform(tr):
     """Return a QTransform that is the inverse of *tr*.
@@ -52,236 +46,3 @@ def _do_overrides() -> None:
     """
     # we don't care about potential fp issues inside Qt
     pg.functions.invertQTransform = invertQTransform
-    pg.PlotItem = PlotItem
-
-    # enable "QPainterPathPrivate for faster arrayToQPath" from
-    # https://github.com/pyqtgraph/pyqtgraph/pull/2324
-    pg.setConfigOption('enableExperimental', True)
-
-
-# NOTE: the below customized type contains all our changes on a method
-# by method basis as per the diff:
-# https://github.com/pyqtgraph/pyqtgraph/commit/8e60bc14234b6bec1369ff4192dbfb82f8682920#diff-a2b5865955d2ba703dbc4c35ff01aa761aa28d2aeaac5e68d24e338bc82fb5b1R500
-
-class PlotItem(pg.PlotItem):
-    '''
-    Overrides for the core plot object mostly pertaining to overlayed
-    multi-view management as it relates to multi-axis managment.
-
-    This object is the combination of a ``ViewBox`` and multiple
-    ``AxisItem``s and so far we've added additional functionality and
-    APIs for:
-    - removal of axes
-
-    ---
-
-    From ``pyqtgraph`` super type docs:
-    - Manage placement of ViewBox, AxisItems, and LabelItems
-    - Create and manage a list of PlotDataItems displayed inside the
-      ViewBox
-    - Implement a context menu with commonly used display and analysis
-      options
-
-    '''
-    def __init__(
-        self,
-        parent=None,
-        name=None,
-        labels=None,
-        title=None,
-        viewBox=None,
-        axisItems=None,
-        default_axes=['left', 'bottom'],
-        enableMenu=True,
-        **kargs
-    ):
-        super().__init__(
-            parent=parent,
-            name=name,
-            labels=labels,
-            title=title,
-            viewBox=viewBox,
-            axisItems=axisItems,
-            # default_axes=default_axes,
-            enableMenu=enableMenu,
-            kargs=kargs,
-        )
-        self.name = name
-        self.chart_widget = None
-        # self.setAxisItems(
-        #     axisItems,
-        #     default_axes=default_axes,
-        # )
-
-    # NOTE: this is an entirely new method not in upstream.
-    def removeAxis(
-        self,
-        name: str,
-        unlink: bool = True,
-
-    ) -> Optional[pg.AxisItem]:
-        """
-        Remove an axis from the contained axis items
-        by ```name: str```.
-
-        This means the axis graphics object will be removed
-        from the ``.layout: QGraphicsGridLayout`` as well as unlinked
-        from the underlying associated ``ViewBox``.
-
-        If the ``unlink: bool`` is set to ``False`` then the axis will
-        stay linked to its view and will only be removed from the
-        layoutonly be removed from the layout.
-
-        If no axis with ``name: str`` is found then this is a noop.
-
-        Return the axis instance that was removed.
-
-        """
-        entry = self.axes.pop(name, None)
-
-        if not entry:
-            return
-
-        axis = entry['item']
-        self.layout.removeItem(axis)
-        axis.scene().removeItem(axis)
-        if unlink:
-            axis.unlinkFromView()
-
-        self.update()
-
-        return axis
-
-    # Why do we need to always have all axes created?
-    #
-    # I don't understand this at all.
-    #
-    # Everything seems to work if you just always apply the
-    # set passed to this method **EXCEPT** for some super weird reason
-    # the view box geometry still computes as though the space for the
-    # `'bottom'` axis is always there **UNLESS** you always add that
-    # axis but hide it?
-    #
-    # Why in tf would this be the case!?!?
-    def setAxisItems(
-        self,
-        # XXX: yeah yeah, i know we can't use type annots like this yet.
-        axisItems: Optional[dict[str, pg.AxisItem]] = None,
-        add_to_layout: bool = True,
-        default_axes: list[str] = ['left', 'bottom'],
-    ):
-        """
-        Override axis item setting to only
-
-        """
-        axisItems = axisItems or {}
-
-        # XXX: wth is is this even saying?!?
-        # Array containing visible axis items
-        # Also containing potentially hidden axes, but they are not
-        # touched so it does not matter
-        # visibleAxes = ['left', 'bottom']
-        # Note that it does not matter that this adds
-        # some values to visibleAxes a second time
-
-        # XXX: uhhh wat^ ..?
-
-        visibleAxes = list(default_axes) + list(axisItems.keys())
-
-        # TODO: we should probably invert the loop here to not loop the
-        # predefined "axis name set" and instead loop the `axisItems`
-        # input and lookup indices from a predefined map.
-        for name, pos in (
-            ('top', (1, 1)),
-            ('bottom', (3, 1)),
-            ('left', (2, 0)),
-            ('right', (2, 2))
-        ):
-            if (
-                name in self.axes and
-                name in axisItems
-            ):
-                # we already have an axis entry for this name
-                # so remove the existing entry.
-                self.removeAxis(name)
-
-            # elif name not in axisItems:
-            #     # this axis entry is not provided in this call
-            #     # so remove any old/existing entry.
-            #     self.removeAxis(name)
-
-            # Create new axis
-            if name in axisItems:
-                axis = axisItems[name]
-                if axis.scene() is not None:
-                    if (
-                        name not in self.axes
-                        or axis != self.axes[name]["item"]
-                    ):
-                        raise RuntimeError(
-                            "Can't add an axis to multiple plots. Shared axes"
-                            " can be achieved with multiple AxisItem instances"
-                            " and set[X/Y]Link.")
-
-            else:
-                # Set up new axis
-
-                # XXX: ok but why do we want to add axes for all entries
-                # if not desired by the user? The only reason I can see
-                # adding this is without it there's some weird
-                # ``ViewBox`` geometry bug.. where a gap for the
-                # 'bottom' axis is somehow left in?
-                # axis = pg.AxisItem(orientation=name, parent=self)
-                axis = Axis(
-                    self,
-                    orientation=name,
-                    parent=self,
-                )
-
-            axis.linkToView(self.vb)
-
-            # XXX: shouldn't you already know the ``pos`` from the name?
-            # Oh right instead of a global map that would let you
-            # reasily look that up it's redefined over and over and over
-            # again in methods..
-            self.axes[name] = {'item': axis, 'pos': pos}
-
-            # NOTE: in the overlay case the axis may be added to some
-            # other layout and should not be added here.
-            if add_to_layout:
-                self.layout.addItem(axis, *pos)
-
-            # place axis above images at z=0, items that want to draw
-            # over the axes should be placed at z>=1:
-            axis.setZValue(0.5)
-            axis.setFlag(
-                axis.GraphicsItemFlag.ItemNegativeZStacksBehindParent
-            )
-            if name in visibleAxes:
-                self.showAxis(name, True)
-            else:
-                # why do we need to insert all axes to ``.axes`` and
-                # only hide the ones the user doesn't specify? It all
-                # seems to work fine without doing this except for this
-                # weird gap for the 'bottom' axis that always shows up
-                # in the view box geometry??
-                self.hideAxis(name)
-
-    def updateGrid(
-        self,
-        *args,
-    ):
-        alpha = self.ctrl.gridAlphaSlider.value()
-        x = alpha if self.ctrl.xGridCheck.isChecked() else False
-        y = alpha if self.ctrl.yGridCheck.isChecked() else False
-        for name, dim in (
-            ('top', x),
-            ('bottom', x),
-            ('left', y),
-            ('right', y)
-        ):
-            if name in self.axes:
-                self.getAxis(name).setGrid(dim)
-        # self.getAxis('bottom').setGrid(x)
-        # self.getAxis('left').setGrid(y)
-        # self.getAxis('right').setGrid(y)

piker/ui/_render.py

@@ -1,332 +0,0 @@
-# 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/>.
-
-'''
-High level streaming graphics primitives.
-
-This is an intermediate layer which associates real-time low latency
-graphics primitives with underlying stream/flow related data structures
-for fast incremental update.
-
-'''
-from __future__ import annotations
-from typing import (
-    Optional,
-    TYPE_CHECKING,
-)
-
-import msgspec
-import numpy as np
-import pyqtgraph as pg
-from PyQt5.QtGui import QPainterPath
-
-from ..data._formatters import (
-    IncrementalFormatter,
-)
-from ..data._pathops import (
-    xy_downsample,
-)
-from ..log import get_logger
-from .._profile import (
-    Profiler,
-)
-
-if TYPE_CHECKING:
-    from ._dataviz import Viz
-
-
-log = get_logger(__name__)
-
-
-class Renderer(msgspec.Struct):
-
-    viz: Viz
-    fmtr: IncrementalFormatter
-
-    # output graphics rendering, the main object
-    # processed in ``QGraphicsObject.paint()``
-    path: Optional[QPainterPath] = None
-    fast_path: Optional[QPainterPath] = None
-
-    # XXX: just ideas..
-    # called on the final data (transform) output to convert
-    # to "graphical data form" a format that can be passed to
-    # the ``.draw()`` implementation.
-    # graphics_t: Optional[Callable[ShmArray, np.ndarray]] = None
-    # graphics_t_shm: Optional[ShmArray] = None
-
-    # path graphics update implementation methods
-    # prepend_fn: Optional[Callable[QPainterPath, QPainterPath]] = None
-    # append_fn: Optional[Callable[QPainterPath, QPainterPath]] = None
-
-    # downsampling state
-    _last_uppx: float = 0
-    _in_ds: bool = False
-
-    def draw_path(
-        self,
-        x: np.ndarray,
-        y: np.ndarray,
-        connect: str | np.ndarray = 'all',
-        path: Optional[QPainterPath] = None,
-        redraw: bool = False,
-
-    ) -> QPainterPath:
-
-        path_was_none = path is None
-
-        if redraw and path:
-            path.clear()
-
-            # TODO: avoid this?
-            if self.fast_path:
-                self.fast_path.clear()
-
-        path = pg.functions.arrayToQPath(
-            x,
-            y,
-            connect=connect,
-            finiteCheck=False,
-
-            # reserve mem allocs see:
-            # - https://doc.qt.io/qt-5/qpainterpath.html#reserve
-            # - https://doc.qt.io/qt-5/qpainterpath.html#capacity
-            # - https://doc.qt.io/qt-5/qpainterpath.html#clear
-            # XXX: right now this is based on had hoc checks on a
-            # hidpi 3840x2160 4k monitor but we should optimize for
-            # the target display(s) on the sys.
-            # if no_path_yet:
-            #     graphics.path.reserve(int(500e3))
-            # path=path,  # path re-use / reserving
-        )
-
-        # avoid mem allocs if possible
-        if path_was_none:
-            path.reserve(path.capacity())
-
-        return path
-
-    def render(
-        self,
-
-        new_read,
-        array_key: str,
-        profiler: Profiler,
-        uppx: float = 1,
-
-        # redraw and ds flags
-        should_redraw: bool = False,
-        new_sample_rate: bool = False,
-        should_ds: bool = False,
-        showing_src_data: bool = True,
-
-        do_append: bool = True,
-        use_fpath: bool = True,
-
-        # only render datums "in view" of the ``ChartView``
-        use_vr: bool = True,
-
-    ) -> tuple[QPainterPath, bool]:
-        '''
-        Render the current graphics path(s)
-
-        There are (at least) 3 stages from source data to graphics data:
-        - a data transform (which can be stored in additional shm)
-        - a graphics transform which converts discrete basis data to
-          a `float`-basis view-coords graphics basis. (eg. ``ohlc_flatten()``,
-          ``step_path_arrays_from_1d()``, etc.)
-
-        - blah blah blah (from notes)
-
-        '''
-        # TODO: can the renderer just call ``Viz.read()`` directly?
-        # unpack latest source data read
-        fmtr = self.fmtr
-
-        (
-            _,
-            _,
-            array,
-            ivl,
-            ivr,
-            in_view,
-        ) = new_read
-
-        # xy-path data transform: convert source data to a format
-        # able to be passed to a `QPainterPath` rendering routine.
-        fmt_out = fmtr.format_to_1d(
-            new_read,
-            array_key,
-            profiler,
-
-            slice_to_inview=use_vr,
-        )
-
-        # no history in view case
-        if not fmt_out:
-            # XXX: this might be why the profiler only has exits?
-            return
-
-        (
-            x_1d,
-            y_1d,
-            connect,
-            prepend_length,
-            append_length,
-            view_changed,
-            # append_tres,
-
-        ) = fmt_out
-
-        # redraw conditions
-        if (
-            prepend_length > 0
-            or new_sample_rate
-            or view_changed
-
-            # NOTE: comment this to try and make "append paths"
-            # work below..
-            or append_length > 0
-        ):
-            should_redraw = True
-
-        path: QPainterPath = self.path
-        fast_path: QPainterPath = self.fast_path
-        reset: bool = False
-
-        self.viz.yrange = None
-
-        # redraw the entire source data if we have either of:
-        # - no prior path graphic rendered or,
-        # - we always intend to re-render the data only in view
-        if (
-            path is None
-            or should_redraw
-        ):
-            # print(f"{self.viz.name} -> REDRAWING BRUH")
-            if new_sample_rate and showing_src_data:
-                log.info(f'DEDOWN -> {array_key}')
-                self._in_ds = False
-
-            elif should_ds and uppx > 1:
-
-                x_1d, y_1d, ymn, ymx = xy_downsample(
-                    x_1d,
-                    y_1d,
-                    uppx,
-                )
-                self.viz.yrange = ymn, ymx
-                # print(f'{self.viz.name} post ds: ymn, ymx: {ymn},{ymx}')
-
-                reset = True
-                profiler(f'FULL PATH downsample redraw={should_ds}')
-                self._in_ds = True
-
-            path = self.draw_path(
-                x=x_1d,
-                y=y_1d,
-                connect=connect,
-                path=path,
-                redraw=True,
-            )
-
-            profiler(
-                'generated fresh path. '
-                f'(should_redraw: {should_redraw} '
-                f'should_ds: {should_ds} new_sample_rate: {new_sample_rate})'
-            )
-
-        # TODO: get this piecewise prepend working - right now it's
-        # giving heck on vwap...
-        # elif prepend_length:
-
-        #     prepend_path = pg.functions.arrayToQPath(
-        #         x[0:prepend_length],
-        #         y[0:prepend_length],
-        #         connect='all'
-        #     )
-
-        #     # swap prepend path in "front"
-        #     old_path = graphics.path
-        #     graphics.path = prepend_path
-        #     # graphics.path.moveTo(new_x[0], new_y[0])
-        #     graphics.path.connectPath(old_path)
-
-        elif (
-            append_length > 0
-            and do_append
-        ):
-            print(f'{array_key} append len: {append_length}')
-            # new_x = x_1d[-append_length - 2:]  # slice_to_head]
-            # new_y = y_1d[-append_length - 2:]  # slice_to_head]
-            profiler('sliced append path')
-            # (
-            #     x_1d,
-            #     y_1d,
-            #     connect,
-            # ) = append_tres
-
-            profiler(
-                f'diffed array input, append_length={append_length}'
-            )
-
-            # if should_ds and uppx > 1:
-            #     new_x, new_y = xy_downsample(
-            #         new_x,
-            #         new_y,
-            #         uppx,
-            #     )
-            #     profiler(f'fast path downsample redraw={should_ds}')
-
-            append_path = self.draw_path(
-                x=x_1d,
-                y=y_1d,
-                connect=connect,
-                path=fast_path,
-            )
-            profiler('generated append qpath')
-
-            if use_fpath:
-                # print(f'{self.viz.name}: FAST PATH')
-                # an attempt at trying to make append-updates faster..
-                if fast_path is None:
-                    fast_path = append_path
-                    # fast_path.reserve(int(6e3))
-                else:
-                    fast_path.connectPath(append_path)
-                    size = fast_path.capacity()
-                    profiler(f'connected fast path w size: {size}')
-
-                    print(
-                        f"append_path br: {append_path.boundingRect()}\n"
-                        f"path size: {size}\n"
-                        f"append_path len: {append_path.length()}\n"
-                        f"fast_path len: {fast_path.length()}\n"
-                    )
-                    # graphics.path.moveTo(new_x[0], new_y[0])
-                    # path.connectPath(append_path)
-
-                    # XXX: lol this causes a hang..
-                    # graphics.path = graphics.path.simplified()
-            else:
-                size = path.capacity()
-                profiler(f'connected history path w size: {size}')
-                path.connectPath(append_path)
-
-        self.path = path
-        self.fast_path = fast_path
-
-        return self.path, reset

piker/ui/_search.py

@@ -35,13 +35,9 @@ from collections import defaultdict
 from contextlib import asynccontextmanager
 from functools import partial
 from typing import (
-    Optional,
-    Callable,
-    Awaitable,
-    Sequence,
-    Any,
-    AsyncIterator,
-    Iterator,
+    Optional, Callable,
+    Awaitable, Sequence,
+    Any, AsyncIterator
 )
 import time
 # from pprint import pformat
@@ -123,7 +119,7 @@ class CompleterView(QTreeView):
         # TODO: size this based on DPI font
         self.setIndentation(_font.px_size)
 
-        self.setUniformRowHeights(True)
+        # self.setUniformRowHeights(True)
         # self.setColumnWidth(0, 3)
         # self.setVerticalBarPolicy(Qt.ScrollBarAlwaysOff)
         # self.setSizeAdjustPolicy(QAbstractScrollArea.AdjustIgnored)
@@ -142,15 +138,13 @@ class CompleterView(QTreeView):
         model.setHorizontalHeaderLabels(labels)
 
         self._font_size: int = 0  # pixels
-        self._init: bool = False
 
     async def on_pressed(self, idx: QModelIndex) -> None:
-        '''
-        Mouse pressed on view handler.
+        '''Mouse pressed on view handler.
 
         '''
         search = self.parent()
-        await search.chart_current_item()
+        await search.chart_current_item(clear_to_cache=False)
         search.focus()
 
     def set_font_size(self, size: int = 18):
@@ -162,64 +156,56 @@ class CompleterView(QTreeView):
 
         self.setStyleSheet(f"font: {size}px")
 
-    def resize_to_results(
-        self,
-        w: Optional[float] = 0,
-        h: Optional[float] = None,
+    # def resizeEvent(self, event: 'QEvent') -> None:
+    #     event.accept()
+    #     super().resizeEvent(event)
 
-    ) -> None:
+    def on_resize(self) -> None:
+        '''
+        Resize relay event from god.
+
+        '''
+        self.resize_to_results()
+
+    def resize_to_results(self):
         model = self.model()
         cols = model.columnCount()
-        cidx = self.selectionModel().currentIndex()
-        rows = model.rowCount()
-        self.expandAll()
-
-        # compute the approx height in pixels needed to include
-        # all result rows in view.
-        row_h = rows_h = self.rowHeight(cidx) * (rows + 1)
-        for idx, item in self.iter_df_rows():
-            row_h = self.rowHeight(idx)
-            rows_h += row_h
-            # print(f'row_h: {row_h}\nrows_h: {rows_h}')
-
-            # TODO: could we just break early here on detection
-            # of ``rows_h >= h``?
+        # rows = model.rowCount()
 
         col_w_tot = 0
         for i in range(cols):
-            # only slap in a rows's height's worth
-            # of padding once at startup.. no idea
-            if (
-                not self._init
-                and row_h
-            ):
-                col_w_tot = row_h
-                self._init = True
-
             self.resizeColumnToContents(i)
             col_w_tot += self.columnWidth(i)
 
-        # NOTE: if the heigh `h` set here is **too large** then the
-        # resize event will perpetually trigger as the window causes
-        # some kind of recompute of callbacks.. so we have to ensure
-        # it's limited.
-        if h:
-            h: int = round(h)
-            abs_mx = round(0.91 * h)
-            self.setMaximumHeight(abs_mx)
+        win = self.window()
+        win_h = win.height()
+        edit_h = self.parent().bar.height()
+        sb_h = win.statusBar().height()
 
-            if rows_h <= abs_mx:
-                # self.setMinimumHeight(rows_h)
-                self.setMinimumHeight(rows_h)
-                # self.setFixedHeight(rows_h)
+        # TODO: probably make this more general / less hacky
+        # we should figure out the exact number of rows to allow
+        # inclusive of search bar and header "rows", in pixel terms.
+        # Eventually when we have an "info" widget below the results we
+        # will want space for it and likely terminating the results-view
+        # space **exactly on a row** would be ideal.
+        # if row_px > 0:
+        #     rows = ceil(window_h / row_px) - 4
+        # else:
+        #     rows = 16
+        # self.setFixedHeight(rows * row_px)
+        # self.resize(self.width(), rows * row_px)
 
-            else:
-                self.setMinimumHeight(abs_mx)
+        # NOTE: if the heigh set here is **too large** then the resize
+        # event will perpetually trigger as the window causes some kind
+        # of recompute of callbacks.. so we have to ensure it's limited.
+        h = win_h - (edit_h + 1.666*sb_h)
+        assert h > 0
+        self.setFixedHeight(round(h))
 
-        # dyncamically size to width of longest result seen
-        curr_w = self.width()
-        if curr_w < col_w_tot:
-            self.setMinimumWidth(col_w_tot)
+        # size to width of longest result seen thus far
+        # TODO: should we always dynamically scale to longest result?
+        if self.width() < col_w_tot:
+            self.setFixedWidth(col_w_tot)
 
         self.update()
 
@@ -345,23 +331,6 @@ class CompleterView(QTreeView):
             item = model.itemFromIndex(idx)
             yield idx, item
 
-    def iter_df_rows(
-        self,
-        iparent: QModelIndex = QModelIndex(),
-
-    ) -> Iterator[tuple[QModelIndex, QStandardItem]]:
-
-        model = self.model()
-        isections = model.rowCount(iparent)
-        for i in range(isections):
-            idx = model.index(i, 0, iparent)
-            item = model.itemFromIndex(idx)
-            yield idx, item
-
-            if model.hasChildren(idx):
-                # recursively yield child items depth-first
-                yield from self.iter_df_rows(idx)
-
     def find_section(
         self,
         section: str,
@@ -385,8 +354,7 @@ class CompleterView(QTreeView):
         status_field: str = None,
 
     ) -> None:
-        '''
-        Clear all result-rows from under the depth = 1 section.
+        '''Clear all result-rows from under the depth = 1 section.
 
         '''
         idx = self.find_section(section)
@@ -407,6 +375,8 @@ class CompleterView(QTreeView):
             else:
                 model.setItem(idx.row(), 1, QStandardItem())
 
+            self.resize_to_results()
+
             return idx
         else:
             return None
@@ -416,26 +386,12 @@ class CompleterView(QTreeView):
         section: str,
         values: Sequence[str],
         clear_all: bool = False,
-        reverse: bool = False,
 
     ) -> None:
         '''
         Set result-rows for depth = 1 tree section ``section``.
 
         '''
-        if (
-            values
-            and not isinstance(values[0], str)
-        ):
-            flattened: list[str] = []
-            for val in values:
-                flattened.extend(val)
-
-            values = flattened
-
-        if reverse:
-            values = reversed(values)
-
         model = self.model()
         if clear_all:
             # XXX: rewrite the model from scratch if caller requests it
@@ -488,22 +444,9 @@ class CompleterView(QTreeView):
 
         self.show_matches()
 
-    def show_matches(
-        self,
-        wh: Optional[tuple[float, float]] = None,
-
-    ) -> None:
-
-        if wh:
-            self.resize_to_results(*wh)
-        else:
-            # case where it's just an update from results and *NOT*
-            # a resize of some higher level parent-container widget.
-            search = self.parent()
-            w, h = search.space_dims()
-            self.resize_to_results(w=w, h=h)
-
+    def show_matches(self) -> None:
         self.show()
+        self.resize_to_results()
 
 
 class SearchBar(Edit):
@@ -523,15 +466,18 @@ class SearchBar(Edit):
         self.godwidget = godwidget
         super().__init__(parent, **kwargs)
         self.view: CompleterView = view
+        godwidget._widgets[view.mode_name] = view
+
+    def show(self) -> None:
+        super().show()
+        self.view.show_matches()
 
     def unfocus(self) -> None:
         self.parent().hide()
         self.clearFocus()
 
-    def hide(self) -> None:
         if self.view:
             self.view.hide()
-        super().hide()
 
 
 class SearchWidget(QtWidgets.QWidget):
@@ -550,16 +496,15 @@ class SearchWidget(QtWidgets.QWidget):
         parent=None,
 
     ) -> None:
-        super().__init__(parent)
+        super().__init__(parent or godwidget)
 
         # size it as we specify
         self.setSizePolicy(
             QtWidgets.QSizePolicy.Fixed,
-            QtWidgets.QSizePolicy.Fixed,
+            QtWidgets.QSizePolicy.Expanding,
         )
 
         self.godwidget = godwidget
-        godwidget.reg_for_resize(self)
 
         self.vbox = QtWidgets.QVBoxLayout(self)
         self.vbox.setContentsMargins(0, 4, 4, 0)
@@ -609,37 +554,20 @@ class SearchWidget(QtWidgets.QWidget):
         self.vbox.setAlignment(self.view, Qt.AlignTop | Qt.AlignLeft)
 
     def focus(self) -> None:
-        self.show()
-        self.bar.focus()
-
-    def show_cache_entries(
-        self,
-        only: bool = False,
-    ) -> None:
-        '''
-        Clear the search results view and show only cached (aka recently
-        loaded with active data) feeds in the results section.
-
-        '''
-        godw = self.godwidget
-
-        # first entry in the cache is the current symbol(s)
-        fqsns = []
-
-        for multi_fqsns in list(godw._chart_cache):
-            fqsns.extend(list(multi_fqsns))
 
+        if self.view.model().rowCount(QModelIndex()) == 0:
+            # fill cache list if nothing existing
             self.view.set_section_entries(
                 'cache',
-            list(fqsns),
-            # remove all other completion results except for cache
-            clear_all=only,
-            reverse=True,
+                list(reversed(self.godwidget._chart_cache)),
+                clear_all=True,
             )
 
+        self.bar.focus()
+        self.show()
+
     def get_current_item(self) -> Optional[tuple[str, str]]:
-        '''
-        Return the current completer tree selection as
+        '''Return the current completer tree selection as
         a tuple ``(parent: str, child: str)`` if valid, else ``None``.
 
         '''
@@ -675,8 +603,7 @@ class SearchWidget(QtWidgets.QWidget):
         clear_to_cache: bool = True,
 
     ) -> Optional[str]:
-        '''
-        Attempt to load and switch the current selected
+        '''Attempt to load and switch the current selected
         completion result to the affiliated chart app.
 
         Return any loaded symbol.
@@ -687,15 +614,14 @@ class SearchWidget(QtWidgets.QWidget):
             return None
 
         provider, symbol = value
-        godw = self.godwidget
+        chart = self.godwidget
 
-        fqsn = f'{symbol}.{provider}'
-        log.info(f'Requesting symbol: {fqsn}')
+        log.info(f'Requesting symbol: {symbol}.{provider}')
 
-        # assert provider in symbol
-        await godw.load_symbols(
-            fqsns=[fqsn],
-            loglevel='info',
+        await chart.load_symbol(
+            provider,
+            symbol,
+            'info',
         )
 
         # fully qualified symbol name (SNS i guess is what we're
@@ -709,46 +635,18 @@ class SearchWidget(QtWidgets.QWidget):
             # Re-order the symbol cache on the chart to display in
             # LIFO order. this is normally only done internally by
             # the chart on new symbols being loaded into memory
-            godw.set_chart_symbols(
-                (fqsn,), (
-                    godw.hist_linked,
-                    godw.rt_linked,
-                )
-            )
-            self.show_cache_entries(only=True)
+            chart.set_chart_symbol(fqsn, chart.linkedsplits)
+
+            self.view.set_section_entries(
+                'cache',
+                values=list(reversed(chart._chart_cache)),
+
+                # remove all other completion results except for cache
+                clear_all=True,
+            )
 
-        self.bar.focus()
         return fqsn
 
-    def space_dims(self) -> tuple[float, float]:
-        '''
-        Compute and return the "available space dimentions" for this
-        search widget in terms of px space for results by return the
-        pair of width and height.
-
-        '''
-        # XXX: dun need dis rite?
-        # win = self.window()
-        # win_h = win.height()
-        # sb_h = win.statusBar().height()
-        godw = self.godwidget
-        hl = godw.hist_linked
-        edit_h = self.bar.height()
-        h = hl.height() - edit_h
-        w = hl.width()
-        return w, h
-
-    def on_resize(self) -> None:
-        '''
-        Resize relay event from god, resize all child widgets.
-
-        Right now this is just view to contents and/or the fast chart
-        height.
-
-        '''
-        w, h = self.space_dims()
-        self.bar.view.show_matches(wh=(w, h))
-
 
 _search_active: trio.Event = trio.Event()
 _search_enabled: bool = False
@@ -784,10 +682,9 @@ async def pack_matches(
     with trio.CancelScope() as cs:
         task_status.started(cs)
         # ensure ^ status is updated
-        results = list(await search(pattern))
+        results = await search(pattern)
 
-    # XXX: don't cache the cache results xD
-    if provider != 'cache':
+    if provider != 'cache':  # XXX: don't cache the cache results xD
         matches[(provider, pattern)] = results
 
         # print(f'results from {provider}: {results}')
@@ -815,11 +712,10 @@ async def fill_results(
     max_pause_time: float = 6/16 + 0.001,
 
 ) -> None:
-    '''
-    Task to search through providers and fill in possible
+    """Task to search through providers and fill in possible
     completion results.
 
-    '''
+    """
     global _search_active, _search_enabled, _searcher_cache
 
     bar = search.bar
@@ -833,10 +729,6 @@ async def fill_results(
     matches = defaultdict(list)
     has_results: defaultdict[str, set[str]] = defaultdict(set)
 
-    # show cached feed list at startup
-    search.show_cache_entries()
-    search.on_resize()
-
     while True:
         await _search_active.wait()
         period = None
@@ -850,7 +742,7 @@ async def fill_results(
                 pattern = await recv_chan.receive()
 
             period = time.time() - wait_start
-            log.debug(f'{pattern} after {period}')
+            print(f'{pattern} after {period}')
 
             # during fast multiple key inputs, wait until a pause
             # (in typing) to initiate search
@@ -888,9 +780,8 @@ async def fill_results(
                     # it hasn't already been searched with the current
                     # input pattern (in which case just look up the old
                     # results).
-                    if (
-                        period >= pause
-                        and provider not in already_has_results
+                    if (period >= pause) and (
+                        provider not in already_has_results
                     ):
 
                         # TODO: it may make more sense TO NOT search the
@@ -898,9 +789,7 @@ async def fill_results(
                         # cpu-bound.
                         if provider != 'cache':
                             view.clear_section(
-                                provider,
-                                status_field='-> searchin..',
-                            )
+                                provider, status_field='-> searchin..')
 
                         await n.start(
                             pack_matches,
@@ -921,20 +810,11 @@ async def fill_results(
                         # re-searching it's ``dict`` since it's easier
                         # but it also causes it to be slower then cached
                         # results from other providers on occasion.
-                        if (
-                            results
-                        ):
-                            if provider != 'cache':
+                        if results and provider != 'cache':
                             view.set_section_entries(
                                 section=provider,
                                 values=results,
                             )
-                            else:
-                                # if provider == 'cache':
-                                # for the cache just show what we got
-                                # that matches
-                                search.show_cache_entries()
-
                         else:
                             view.clear_section(provider)
 
@@ -961,7 +841,8 @@ async def handle_keyboard_input(
     godwidget = search.godwidget
     view = bar.view
     view.set_font_size(bar.dpi_font.px_size)
-    send, recv = trio.open_memory_channel(616)
+
+    send, recv = trio.open_memory_channel(16)
 
     async with trio.open_nursery() as n:
 
@@ -976,10 +857,6 @@ async def handle_keyboard_input(
             )
         )
 
-        bar.focus()
-        search.show_cache_entries()
-        await trio.sleep(0)
-
         async for kbmsg in recv_chan:
             event, etype, key, mods, txt = kbmsg.to_tuple()
 
@@ -989,21 +866,19 @@ async def handle_keyboard_input(
             if mods == Qt.ControlModifier:
                 ctl = True
 
-            if key in (
-                Qt.Key_Enter,
-                Qt.Key_Return
-            ):
-                _search_enabled = False
+            if key in (Qt.Key_Enter, Qt.Key_Return):
+
                 await search.chart_current_item(clear_to_cache=True)
-                search.show_cache_entries(only=True)
-                view.show_matches()
-                search.focus()
+                _search_enabled = False
+                continue
 
             elif not ctl and not bar.text():
-
-                # TODO: really should factor this somewhere..bc
-                # we're doin it in another spot as well..
-                search.show_cache_entries(only=True)
+                # if nothing in search text show the cache
+                view.set_section_entries(
+                    'cache',
+                    list(reversed(godwidget._chart_cache)),
+                    clear_all=True,
+                )
                 continue
 
             # cancel and close
@@ -1012,7 +887,7 @@ async def handle_keyboard_input(
                 Qt.Key_Space,   # i feel like this is the "native" one
                 Qt.Key_Alt,
             }:
-                bar.unfocus()
+                search.bar.unfocus()
 
                 # kill the search and focus back on main chart
                 if godwidget:
@@ -1060,14 +935,11 @@ async def handle_keyboard_input(
                 if item:
                     parent_item = item.parent()
 
-                    # if we're in the cache section and thus the next
-                    # selection is a cache item, switch and show it
-                    # immediately since it should be very fast.
                     if parent_item and parent_item.text() == 'cache':
+
+                        # if it's a cache item, switch and show it immediately
                         await search.chart_current_item(clear_to_cache=False)
 
-            # ACTUAL SEARCH BLOCK #
-            # where we fuzzy complete and fill out sections.
             elif not ctl:
                 # relay to completer task
                 _search_enabled = True
@@ -1078,21 +950,13 @@ async def handle_keyboard_input(
 async def search_simple_dict(
     text: str,
     source: dict,
-
 ) -> dict[str, Any]:
 
-    tokens = []
-    for key in source:
-        if not isinstance(key, str):
-            tokens.extend(key)
-        else:
-            tokens.append(key)
-
     # search routine can be specified as a function such
     # as in the case of the current app's local symbol cache
     matches = fuzzy.extractBests(
         text,
-        tokens,
+        source.keys(),
         score_cutoff=90,
     )
 

piker/ui/_style.py

@@ -240,12 +240,12 @@ def hcolor(name: str) -> str:
         'gunmetal': '#91A3B0',
         'battleship': '#848482',
 
-        # default ohlc-bars/curve gray
-        'bracket': '#666666',  # like the logo
-
         # bluish
         'charcoal': '#36454F',
 
+        # default bars
+        'bracket': '#666666',  # like the logo
+
         # work well for filled polygons which want a 'bracket' feel
         # going light to dark
         'davies': '#555555',

piker/ui/_window.py

@@ -21,29 +21,15 @@ Qt main window singletons and stuff.
 import os
 import signal
 import time
-from typing import (
-    Callable,
-    Optional,
-    Union,
-)
+from typing import Callable, Optional, Union
 import uuid
 
+from pyqtgraph import QtGui
 from PyQt5 import QtCore
-from PyQt5.QtWidgets import (
-    QWidget,
-    QMainWindow,
-    QApplication,
-    QLabel,
-    QStatusBar,
-)
+from PyQt5.QtWidgets import QLabel, QStatusBar
 
-from PyQt5.QtGui import (
-    QScreen,
-    QCloseEvent,
-)
 from ..log import get_logger
 from ._style import _font_small, hcolor
-from ._chart import GodWidget
 
 
 log = get_logger(__name__)
@@ -162,13 +148,12 @@ class MultiStatus:
             self.bar.clearMessage()
 
 
-class MainWindow(QMainWindow):
+class MainWindow(QtGui.QMainWindow):
 
     # XXX: for tiling wms this should scale
     # with the alloted window size.
     # TODO: detect for tiling and if untrue set some size?
-    # size = (300, 500)
-    godwidget: GodWidget
+    size = (300, 500)
 
     title = 'piker chart (ur symbol is loading bby)'
 
@@ -177,20 +162,17 @@ class MainWindow(QMainWindow):
         # self.setMinimumSize(*self.size)
         self.setWindowTitle(self.title)
 
-        # set by runtime after `trio` is engaged.
-        self.godwidget: Optional[GodWidget] = None
-
         self._status_bar: QStatusBar = None
         self._status_label: QLabel = None
         self._size: Optional[tuple[int, int]] = None
 
     @property
-    def mode_label(self) -> QLabel:
+    def mode_label(self) -> QtGui.QLabel:
 
         # init mode label
         if not self._status_label:
 
-            self._status_label = label = QLabel()
+            self._status_label = label = QtGui.QLabel()
             label.setStyleSheet(
                 f"""QLabel {{
                     color : {hcolor('gunmetal')};
@@ -212,7 +194,8 @@ class MainWindow(QMainWindow):
 
     def closeEvent(
         self,
-        event: QCloseEvent,
+
+        event: QtGui.QCloseEvent,
 
     ) -> None:
         '''Cancel the root actor asap.
@@ -252,8 +235,8 @@ class MainWindow(QMainWindow):
     def on_focus_change(
         self,
 
-        last: QWidget,
-        current: QWidget,
+        last: QtGui.QWidget,
+        current: QtGui.QWidget,
 
     ) -> None:
 
@@ -264,12 +247,11 @@ class MainWindow(QMainWindow):
             name = getattr(current, 'mode_name', '')
             self.set_mode_name(name)
 
-    def current_screen(self) -> QScreen:
-        '''
-        Get a frickin screen (if we can, gawd).
+    def current_screen(self) -> QtGui.QScreen:
+        """Get a frickin screen (if we can, gawd).
 
-        '''
-        app = QApplication.instance()
+        """
+        app = QtGui.QApplication.instance()
 
         for _ in range(3):
             screen = app.screenAt(self.pos())
@@ -302,7 +284,7 @@ class MainWindow(QMainWindow):
         '''
         # https://stackoverflow.com/a/18975846
         if not size and not self._size:
-            # app = QApplication.instance()
+            app = QtGui.QApplication.instance()
             geo = self.current_screen().geometry()
             h, w = geo.height(), geo.width()
             # use approx 1/3 of the area of the screen by default
@@ -310,36 +292,9 @@ class MainWindow(QMainWindow):
 
         self.resize(*size or self._size)
 
-    def resizeEvent(self, event: QtCore.QEvent) -> None:
-        if (
-            # event.spontaneous()
-            event.oldSize().height == event.size().height
-        ):
-            event.ignore()
-            return
-
-        # XXX: uncomment for debugging..
-        # attrs = {}
-        # for key in dir(event):
-        #     if key == '__dir__':
-        #         continue
-        #     attr = getattr(event, key)
-        #     try:
-        #         attrs[key] = attr()
-        #     except TypeError:
-        #         attrs[key] = attr
-
-        # from pprint import pformat
-        # print(
-        #     f'{pformat(attrs)}\n'
-        #     f'WINDOW RESIZE: {self.size()}\n\n'
-        # )
-        self.godwidget.on_win_resize(event)
-        event.accept()
-
 
 # singleton app per actor
-_qt_win: QMainWindow = None
+_qt_win: QtGui.QMainWindow = None
 
 
 def main_window() -> MainWindow:

piker/ui/cli.py

@@ -46,10 +46,8 @@ def _kivy_import_hack():
 @click.argument('name', nargs=1, required=True)
 @click.pass_obj
 def monitor(config, rate, name, dhost, test, tl):
-    '''
-    Start a real-time watchlist UI
-
-    '''
+    """Start a real-time watchlist UI
+    """
     # global opts
     brokermod = config['brokermods'][0]
     loglevel = config['loglevel']
@@ -72,12 +70,8 @@ def monitor(config, rate, name, dhost, test, tl):
         ) as portal:
             # run app "main"
             await _async_main(
-                name,
-                portal,
-                tickers,
-                brokermod,
-                rate,
-                test=test,
+                name, portal, tickers,
+                brokermod, rate, test=test,
             )
 
     tractor.run(
@@ -128,7 +122,7 @@ def optschain(config, symbol, date, rate, test):
 @cli.command()
 @click.option(
     '--profile',
-    # '-p',
+    '-p',
     default=None,
     help='Enable pyqtgraph profiling'
 )
@@ -137,14 +131,9 @@ def optschain(config, symbol, date, rate, test):
     is_flag=True,
     help='Enable tractor debug mode'
 )
-@click.argument('symbols', nargs=-1, required=True)
+@click.argument('symbol', required=True)
 @click.pass_obj
-def chart(
-    config,
-    symbols: list[str],
-    profile,
-    pdb: bool,
-):
+def chart(config, symbol, profile, pdb):
     '''
     Start a real-time chartng UI
 
@@ -155,10 +144,8 @@ def chart(
         _profile._pg_profile = True
         _profile.ms_slower_then = float(profile)
 
-    # Qt UI entrypoint
     from ._app import _main
 
-    for symbol in symbols:
     if '.' not in symbol:
         click.echo(click.style(
             f'symbol: {symbol} must have a {symbol}.<provider> suffix',
@@ -166,16 +153,15 @@ def chart(
         ))
         return
 
+
     # global opts
     brokernames = config['brokers']
-    brokermods = config['brokermods']
-    assert brokermods
     tractorloglevel = config['tractorloglevel']
     pikerloglevel = config['loglevel']
 
     _main(
-        syms=symbols,
-        brokermods=brokermods,
+        sym=symbol,
+        brokernames=brokernames,
         piker_loglevel=pikerloglevel,
         tractor_kwargs={
             'debug_mode': pdb,
@@ -184,6 +170,5 @@ def chart(
             'enable_modules': [
                 'piker.clearing._client'
             ],
-            'registry_addr': config.get('registry_addr'),
         },
     )

piker/ui/qt/__init__.py

@@ -0,0 +1,3 @@
+"""
+Super hawt Qt UI components
+"""

piker/ui/qt/stackof_candle.py

@@ -0,0 +1,67 @@
+import sys
+
+from PySide2.QtCharts import QtCharts
+from PySide2.QtWidgets import QApplication, QMainWindow
+from PySide2.QtCore import Qt, QPointF
+from PySide2 import QtGui
+import qdarkstyle
+
+data = ((1, 7380, 7520, 7380, 7510, 7324),
+    (2, 7520, 7580, 7410, 7440, 7372),
+    (3, 7440, 7650, 7310, 7520, 7434),
+    (4, 7450, 7640, 7450, 7550, 7480),
+    (5, 7510, 7590, 7460, 7490, 7502),
+    (6, 7500, 7590, 7480, 7560, 7512),
+    (7, 7560, 7830, 7540, 7800, 7584))
+
+
+app = QApplication([])
+# set dark stylesheet
+# import pdb; pdb.set_trace()
+app.setStyleSheet(qdarkstyle.load_stylesheet_pyside())
+
+series = QtCharts.QCandlestickSeries()
+series.setDecreasingColor(Qt.darkRed)
+series.setIncreasingColor(Qt.darkGreen)
+
+ma5 = QtCharts.QLineSeries()  # 5-days average data line
+tm = []  # stores str type data
+
+# in a loop,  series and ma5 append corresponding data
+for num, o, h, l, c, m in data:
+    candle = QtCharts.QCandlestickSet(o, h, l, c)
+    series.append(candle)
+    ma5.append(QPointF(num, m))
+    tm.append(str(num))
+
+pen = candle.pen()
+# import pdb; pdb.set_trace()
+
+chart = QtCharts.QChart()
+
+# import pdb; pdb.set_trace()
+series.setBodyOutlineVisible(False)
+series.setCapsVisible(False)
+# brush = QtGui.QBrush()
+# brush.setColor(Qt.green)
+# series.setBrush(brush)
+chart.addSeries(series)  # candle
+chart.addSeries(ma5)  # ma5 line
+
+chart.setAnimationOptions(QtCharts.QChart.SeriesAnimations)
+chart.createDefaultAxes()
+chart.legend().hide()
+
+chart.axisX(series).setCategories(tm)
+chart.axisX(ma5).setVisible(False)
+
+view = QtCharts.QChartView(chart)
+view.chart().setTheme(QtCharts.QChart.ChartTheme.ChartThemeDark)
+view.setRubberBand(QtCharts.QChartView.HorizontalRubberBand)
+# chartview.chart().setTheme(QtCharts.QChart.ChartTheme.ChartThemeBlueCerulean)
+
+ui = QMainWindow()
+# ui.setGeometry(50, 50, 500, 300)
+ui.setCentralWidget(view)
+ui.show()
+sys.exit(app.exec_())

requirements.txt

@@ -1,12 +1,13 @@
 # we require a pinned dev branch to get some edge features that
 # are often untested in tractor's CI and/or being tested by us
 # first before committing as core features in tractor's base.
--e git+https://github.com/goodboy/tractor.git@piker_pin#egg=tractor
+-e git+https://github.com/goodboy/tractor.git@master#egg=tractor
 
 # `pyqtgraph` peeps keep breaking, fixing, improving so might as well
 # pin this to a dev branch that we have more control over especially
 # as more graphics stuff gets hashed out.
--e git+https://github.com/pikers/pyqtgraph.git@master#egg=pyqtgraph
+-e git+https://github.com/pikers/pyqtgraph.git@piker_pin#egg=pyqtgraph
+
 
 # our async client for ``marketstore`` (the tsdb)
 -e git+https://github.com/pikers/anyio-marketstore.git@master#egg=anyio-marketstore
@@ -17,7 +18,4 @@
 
 
 # ``asyncvnc`` for sending interactions to ib-gw inside docker
--e git+https://github.com/pikers/asyncvnc.git@main#egg=asyncvnc
-
-# ``cryptofeed`` for connecting to various crypto exchanges + custom fixes
--e git+https://github.com/pikers/cryptofeed.git@date_parsing#egg=cryptofeed
+-e git+https://github.com/pikers/asyncvnc.git@vid_passthrough#egg=asyncvnc

setup.py

@@ -41,28 +41,26 @@ setup(
     },
     install_requires=[
         'toml',
-        'tomli',  # fastest pure py reader
         'click',
         'colorlog',
         'attrs',
         'pygments',
         'colorama',  # numba traceback coloring
-        'msgspec',  # performant IPC messaging and structs
-        'protobuf',
+        'pydantic',  # structured data
 
         # async
         'trio',
         'trio-websocket',
+        'msgspec',  # performant IPC messaging
         'async_generator',
 
         # from github currently (see requirements.txt)
         # 'trimeter',  # not released yet..
         # 'tractor',
         # asyncvnc,
-        # 'cryptofeed',
 
         # brokers
-        'asks',
+        'asks==2.4.8',
         'ib_insync',
 
         # numerics

tests/conftest.py

@@ -1,15 +1,10 @@
-from contextlib import asynccontextmanager as acm
 import os
 
 import pytest
 import tractor
-from piker import (
-    # log,
-    config,
-)
-from piker._daemon import (
-    Services,
-)
+import trio
+from piker import log, config
+from piker.brokers import questrade
 
 
 def pytest_addoption(parser):
@@ -19,6 +14,15 @@ def pytest_addoption(parser):
                      help="Use a practice API account")
 
 
+@pytest.fixture(scope='session', autouse=True)
+def loglevel(request):
+    orig = tractor.log._default_loglevel
+    level = tractor.log._default_loglevel = request.config.option.loglevel
+    log.get_console_log(level)
+    yield level
+    tractor.log._default_loglevel = orig
+
+
 @pytest.fixture(scope='session')
 def test_config():
     dirname = os.path.dirname
@@ -33,11 +37,9 @@ def test_config():
 
 @pytest.fixture(scope='session', autouse=True)
 def confdir(request, test_config):
-    '''
-    If the `--confdir` flag is not passed use the
+    """If the `--confdir` flag is not passed use the
     broker config file found in that dir.
-
-    '''
+    """
     confdir = request.config.option.confdir
     if confdir is not None:
         config._override_config_dir(confdir)
@@ -45,61 +47,49 @@ def confdir(request, test_config):
     return confdir
 
 
-# @pytest.fixture(scope='session', autouse=True)
-# def travis(confdir):
-#     is_travis = os.environ.get('TRAVIS', False)
-#     if is_travis:
-#         # this directory is cached, see .travis.yaml
-#         conf_file = config.get_broker_conf_path()
-#         refresh_token = os.environ['QT_REFRESH_TOKEN']
+@pytest.fixture(scope='session', autouse=True)
+def travis(confdir):
+    is_travis = os.environ.get('TRAVIS', False)
+    if is_travis:
+        # this directory is cached, see .travis.yaml
+        conf_file = config.get_broker_conf_path()
+        refresh_token = os.environ['QT_REFRESH_TOKEN']
 
-#         def write_with_token(token):
-#             # XXX don't pass the dir path here since may be
-#             # written behind the scenes in the `confdir fixture`
-#             if not os.path.isfile(conf_file):
-#                 open(conf_file, 'w').close()
-#             conf, path = config.load()
-#             conf.setdefault('questrade', {}).update(
-#                 {'refresh_token': token,
-#                  'is_practice': 'True'}
-#             )
-#             config.write(conf, path)
+        def write_with_token(token):
+            # XXX don't pass the dir path here since may be
+            # written behind the scenes in the `confdir fixture`
+            if not os.path.isfile(conf_file):
+                open(conf_file, 'w').close()
+            conf, path = config.load()
+            conf.setdefault('questrade', {}).update(
+                {'refresh_token': token,
+                 'is_practice': 'True'}
+            )
+            config.write(conf, path)
 
-#         async def ensure_config():
-#             # try to refresh current token using cached brokers config
-#             # if it fails fail try using the refresh token provided by the
-#             # env var and if that fails stop the test run here.
-#             try:
-#                 async with questrade.get_client(ask_user=False):
-#                     pass
-#             except (
-#                 FileNotFoundError, ValueError,
-#                 questrade.BrokerError, questrade.QuestradeError,
-#                 trio.MultiError,
-#             ):
-#                 # 3 cases:
-#                 # - config doesn't have a ``refresh_token`` k/v
-#                 # - cache dir does not exist yet
-#                 # - current token is expired; take it form env var
-#                 write_with_token(refresh_token)
+        async def ensure_config():
+            # try to refresh current token using cached brokers config
+            # if it fails fail try using the refresh token provided by the
+            # env var and if that fails stop the test run here.
+            try:
+                async with questrade.get_client(ask_user=False):
+                    pass
+            except (
+                FileNotFoundError, ValueError,
+                questrade.BrokerError, questrade.QuestradeError,
+                trio.MultiError,
+            ):
+                # 3 cases:
+                # - config doesn't have a ``refresh_token`` k/v
+                # - cache dir does not exist yet
+                # - current token is expired; take it form env var
+                write_with_token(refresh_token)
 
-#                 async with questrade.get_client(ask_user=False):
-#                     pass
+                async with questrade.get_client(ask_user=False):
+                    pass
 
-#         # XXX ``pytest_trio`` doesn't support scope or autouse
-#         trio.run(ensure_config)
-
-
-_ci_env: bool = os.environ.get('CI', False)
-
-
-@pytest.fixture(scope='session')
-def ci_env() -> bool:
-    '''
-    Detect CI envoirment.
-
-    '''
-    return _ci_env
+        # XXX ``pytest_trio`` doesn't support scope or autouse
+        trio.run(ensure_config)
 
 
 @pytest.fixture
@@ -115,61 +105,3 @@ def tmx_symbols():
 @pytest.fixture
 def cse_symbols():
     return ['TRUL.CN', 'CWEB.CN', 'SNN.CN']
-
-
-@acm
-async def _open_test_pikerd(
-    reg_addr: tuple[str, int] | None = None,
-    **kwargs,
-
-) -> tuple[
-    str,
-    int,
-    tractor.Portal
-]:
-    '''
-    Testing helper to startup the service tree and runtime on
-    a different port then the default to allow testing alongside
-    a running stack.
-
-    '''
-    import random
-    from piker._daemon import maybe_open_pikerd
-
-    if reg_addr is None:
-        port = random.randint(6e3, 7e3)
-        reg_addr = ('127.0.0.1', port)
-
-    # try:
-    async with (
-        maybe_open_pikerd(
-            registry_addr=reg_addr,
-            **kwargs,
-        ) as service_manager,
-    ):
-        # this proc/actor is the pikerd
-        assert service_manager is Services
-
-        async with tractor.wait_for_actor(
-            'pikerd',
-            arbiter_sockaddr=reg_addr,
-        ) as portal:
-            raddr = portal.channel.raddr
-            assert raddr == reg_addr
-            yield (
-                raddr[0],
-                raddr[1],
-                portal,
-                service_manager,
-            )
-
-
-@pytest.fixture
-def open_test_pikerd():
-
-    yield _open_test_pikerd
-
-    # TODO: teardown checks such as,
-    # - no leaked subprocs or shm buffers
-    # - all requested container service are torn down
-    # - certain ``tractor`` runtime state?

tests/test_feeds.py

@@ -1,128 +0,0 @@
-'''
-Data feed layer APIs, performance, msg throttling.
-
-'''
-from collections import Counter
-from pprint import pprint
-from typing import AsyncContextManager
-
-import pytest
-# import tractor
-import trio
-from piker.data import (
-    ShmArray,
-    open_feed,
-)
-from piker.data._source import (
-    unpack_fqsn,
-)
-
-
-@pytest.mark.parametrize(
-    'fqsns',
-    [
-        # binance
-        (100, {'btcusdt.binance', 'ethusdt.binance'}, False),
-
-        # kraken
-        (20, {'ethusdt.kraken', 'xbtusd.kraken'}, True),
-
-        # binance + kraken
-        (100, {'btcusdt.binance', 'xbtusd.kraken'}, False),
-    ],
-    ids=lambda param: f'quotes={param[0]}@fqsns={param[1]}',
-)
-def test_multi_fqsn_feed(
-    open_test_pikerd: AsyncContextManager,
-    fqsns: set[str],
-    ci_env: bool
-):
-    '''
-    Start a real-time data feed for provided fqsn and pull
-    a few quotes then simply shut down.
-
-    '''
-    max_quotes, fqsns, run_in_ci = fqsns
-
-    if (
-        ci_env
-        and not run_in_ci
-    ):
-        pytest.skip('Skipping CI disabled test due to feed restrictions')
-
-    brokers = set()
-    for fqsn in fqsns:
-        brokername, key, suffix = unpack_fqsn(fqsn)
-        brokers.add(brokername)
-
-    async def main():
-        async with (
-            open_test_pikerd(),
-            open_feed(
-                fqsns,
-                loglevel='info',
-
-                # TODO: ensure throttle rate is applied
-                # limit to at least display's FPS
-                # avoiding needless Qt-in-guest-mode context switches
-                # tick_throttle=_quote_throttle_rate,
-
-            ) as feed
-        ):
-            # verify shm buffers exist
-            for fqin in fqsns:
-                flume = feed.flumes[fqin]
-                ohlcv: ShmArray = flume.rt_shm
-                hist_ohlcv: ShmArray = flume.hist_shm
-
-            async with feed.open_multi_stream(brokers) as stream:
-
-                # pull the first startup quotes, one for each fqsn, and
-                # ensure they match each flume's startup quote value.
-                fqsns_copy = fqsns.copy()
-                with trio.fail_after(0.5):
-                    for _ in range(1):
-                        first_quotes = await stream.receive()
-                        for fqsn, quote in first_quotes.items():
-
-                            # XXX: TODO: WTF apparently this error will get
-                            # supressed and only show up in the teardown
-                            # excgroup if we don't have the fix from
-                            # <tractorbugurl>
-                            # assert 0
-
-                            fqsns_copy.remove(fqsn)
-                            flume = feed.flumes[fqsn]
-                            assert quote['last'] == flume.first_quote['last']
-
-                cntr = Counter()
-                with trio.fail_after(6):
-                    async for quotes in stream:
-                        for fqsn, quote in quotes.items():
-                            cntr[fqsn] += 1
-
-                            # await tractor.breakpoint()
-                            flume = feed.flumes[fqsn]
-                            ohlcv: ShmArray = flume.rt_shm
-                            hist_ohlcv: ShmArray = flume.hist_shm
-
-                            # print quote msg, rt and history
-                            # buffer values on console.
-                            rt_row = ohlcv.array[-1]
-                            hist_row = hist_ohlcv.array[-1]
-                            # last = quote['last']
-
-                            # assert last == rt_row['close']
-                            # assert last == hist_row['close']
-                            pprint(
-                               f'{fqsn}: {quote}\n'
-                               f'rt_ohlc: {rt_row}\n'
-                               f'hist_ohlc: {hist_row}\n'
-                            )
-
-                        if cntr.total() >= max_quotes:
-                            break
-
-            assert set(cntr.keys()) == fqsns
-
-    trio.run(main)

tests/test_questrade.py

@@ -8,6 +8,7 @@ from trio.testing import trio_test
 from piker.brokers import questrade as qt
 import pytest
 import tractor
+from tractor.testing import tractor_test
 
 import piker
 from piker.brokers import get_brokermod
@@ -22,12 +23,6 @@ pytestmark = pytest.mark.skipif(
     reason="questrade tests can only be run locally with an API key",
 )
 
-# TODO: this module was removed from tractor into it's
-# tests/conftest.py, we need to rewrite the below tests
-# to use the `open_pikerd_runtime()` to make these work again
-# (if we're not just gonna junk em).
-# from tractor.testing import tractor_test
-
 
 # stock quote
 _ex_quotes = {
@@ -111,7 +106,7 @@ def match_packet(symbols, quotes, feed_type='stock'):
     assert not quotes
 
 
-# @tractor_test
+@tractor_test
 async def test_concurrent_tokens_refresh(us_symbols, loglevel):
     """Verify that concurrent requests from mulitple tasks work alongside
     random token refreshing which simulates an access token expiry + refresh
@@ -342,7 +337,7 @@ async def stream_stocks(feed, symbols):
         'options_and_options',
     ],
 )
-# @tractor_test
+@tractor_test
 async def test_quote_streaming(tmx_symbols, loglevel, stream_what):
     """Set up option streaming using the broker daemon.
     """

tests/test_services.py

@@ -1,176 +0,0 @@
-'''
-Actor tree daemon sub-service verifications
-
-'''
-from typing import AsyncContextManager
-from contextlib import asynccontextmanager as acm
-
-import pytest
-import trio
-import tractor
-
-from piker._daemon import (
-    find_service,
-    check_for_service,
-    Services,
-)
-from piker.data import (
-    open_feed,
-)
-from piker.clearing import (
-    open_ems,
-)
-from piker.clearing._messages import (
-    BrokerdPosition,
-    Status,
-)
-from piker.clearing._client import (
-    OrderBook,
-)
-
-
-def test_runtime_boot(
-    open_test_pikerd: AsyncContextManager
-):
-    '''
-    Verify we can boot the `pikerd` service stack using the
-    `open_test_pikerd` fixture helper and that registry address details
-    match up.
-
-    '''
-    async def main():
-        port = 6666
-        daemon_addr = ('127.0.0.1', port)
-        services: Services
-
-        async with (
-            open_test_pikerd(
-                reg_addr=daemon_addr,
-            ) as (_, _, pikerd_portal, services),
-
-            tractor.wait_for_actor(
-                'pikerd',
-                arbiter_sockaddr=daemon_addr,
-            ) as portal,
-        ):
-            assert pikerd_portal.channel.raddr == daemon_addr
-            assert pikerd_portal.channel.raddr == portal.channel.raddr
-
-    trio.run(main)
-
-
-@acm
-async def ensure_service(
-    name: str,
-    sockaddr: tuple[str, int] | None = None,
-) -> None:
-    async with find_service(name) as portal:
-        remote_sockaddr = portal.channel.raddr
-        print(f'FOUND `{name}` @ {remote_sockaddr}')
-
-        if sockaddr:
-            assert remote_sockaddr == sockaddr
-
-        yield portal
-
-
-def test_ensure_datafeed_actors(
-    open_test_pikerd: AsyncContextManager
-
-) -> None:
-    '''
-    Verify that booting a data feed starts a `brokerd`
-    actor and a singleton global `samplerd` and opening
-    an order mode in paper opens the `paperboi` service.
-
-    '''
-    actor_name: str = 'brokerd'
-    backend: str = 'kraken'
-    brokerd_name: str = f'{actor_name}.{backend}'
-
-    async def main():
-        async with (
-            open_test_pikerd(),
-            open_feed(
-                ['xbtusdt.kraken'],
-                loglevel='info',
-            ) as feed
-        ):
-            # halt rt quote streams since we aren't testing them
-            await feed.pause()
-
-            async with (
-                ensure_service(brokerd_name),
-                ensure_service('samplerd'),
-            ):
-                pass
-
-    trio.run(main)
-
-
-def test_ensure_ems_in_paper_actors(
-    open_test_pikerd: AsyncContextManager
-
-) -> None:
-
-    actor_name: str = 'brokerd'
-    backend: str = 'kraken'
-    brokerd_name: str = f'{actor_name}.{backend}'
-
-    async def main():
-
-        # type declares
-        book: OrderBook
-        trades_stream: tractor.MsgStream
-        pps: dict[str, list[BrokerdPosition]]
-        accounts: list[str]
-        dialogs: dict[str, Status]
-
-        # ensure we timeout after is startup is too slow.
-        # TODO: something like this should be our start point for
-        # benchmarking end-to-end startup B)
-        with trio.fail_after(9):
-            async with (
-                open_test_pikerd() as (_, _, _, services),
-
-                open_ems(
-                    'xbtusdt.kraken',
-                    mode='paper',
-                ) as (
-                    book,
-                    trades_stream,
-                    pps,
-                    accounts,
-                    dialogs,
-                ),
-            ):
-                # there should be no on-going positions,
-                # TODO: though eventually we'll want to validate against
-                # local ledger and `pps.toml` state ;)
-                assert not pps
-                assert not dialogs
-
-                pikerd_subservices = ['emsd', 'samplerd']
-
-                async with (
-                    ensure_service('emsd'),
-                    ensure_service(brokerd_name),
-                    ensure_service(f'paperboi.{backend}'),
-                ):
-                    for name in pikerd_subservices:
-                        assert name in services.service_tasks
-
-                    # brokerd.kraken actor should have been started
-                    # implicitly by the ems.
-                    assert brokerd_name in services.service_tasks
-
-                    print('ALL SERVICES STARTED, terminating..')
-                    await services.cancel_service('emsd')
-
-    with pytest.raises(
-        tractor._exceptions.ContextCancelled,
-    ) as exc_info:
-        trio.run(main)
-
-    cancel_msg: str = '`_emsd_main()` was remotely cancelled by its caller'
-    assert cancel_msg in exc_info.value.args[0]