Merge pull request #36 from pikers/daemonize

Daemonize broker quote engine

README.rst

@@ -34,6 +34,15 @@ broker quote query ``rate`` with ``-r``::
     piker watch indexes -l info -r 10
 
 
+It is also possible to run the broker-client micro service as a daemon::
+
+    pikerd -l info
+
+Then start the client app as normal::
+
+    piker watch indexes -l info
+
+
 .. _trio: https://github.com/python-trio/trio
 .. _pipenv: https://docs.pipenv.org/
 

piker/brokers/__init__.py

@@ -13,7 +13,10 @@ __brokers__ = [
 def get_brokermod(brokername: str) -> ModuleType:
     """Return the imported broker module by name.
     """
-    return import_module('.' + brokername, 'piker.brokers')
+    module = import_module('.' + brokername, 'piker.brokers')
+    # we only allows monkeys because it's for internal keying
+    module.name =  module.__name__.split('.')[-1]
+    return module
 
 
 def iter_brokermods():

piker/brokers/core.py

@@ -6,11 +6,13 @@ import inspect
 from functools import partial
 import socket
 from types import ModuleType
-from typing import AsyncContextManager
+from typing import Coroutine, Callable
 
+import msgpack
 import trio
 
 from ..log import get_logger
+from . import get_brokermod
 log = get_logger('broker.core')
 
 
@@ -46,14 +48,14 @@ async def quote(brokermod: ModuleType, tickers: [str]) -> dict:
         return results
 
 
-async def wait_for_network(get_quotes, sleep=1):
+async def wait_for_network(net_func: Callable, sleep: int = 1) -> dict:
     """Wait until the network comes back up.
     """
     down = False
     while True:
         try:
             with trio.move_on_after(1) as cancel_scope:
-                quotes = await get_quotes()
+                quotes = await net_func()
                 if down:
                     log.warn("Network is back up")
                 return quotes
@@ -67,11 +69,135 @@ async def wait_for_network(get_quotes, sleep=1):
             await trio.sleep(sleep)
 
 
-async def poll_tickers(
+class StreamQueue:
-    client: 'Client',
+    """Stream wrapped as a queue that delivers ``msgpack`` serialized objects.
-    quoter: AsyncContextManager,
+    """
-    tickers: [str],
+    def __init__(self, stream):
-    q: trio.Queue,
+        self.stream = stream
+        self.peer = stream.socket.getpeername()
+        self._agen = self._iter_packets()
+
+    async def _iter_packets(self):
+        """Yield packets from the underlying stream.
+        """
+        unpacker = msgpack.Unpacker(raw=False)
+        while True:
+            try:
+                data = await self.stream.receive_some(2**10)
+                log.trace(f"Data is {data}")
+            except trio.BrokenStreamError:
+                log.error(f"Stream connection {self.peer} broke")
+                return
+
+            if data == b'':
+                log.debug("Stream connection was closed")
+                return
+
+            unpacker.feed(data)
+            for packet in unpacker:
+                yield packet
+
+    async def put(self, data):
+        return await self.stream.send_all(
+            msgpack.dumps(data, use_bin_type=True))
+
+    async def get(self):
+        return await self._agen.asend(None)
+
+    async def __aiter__(self):
+        return self._agen
+
+
+class Client:
+    """The most basic client.
+
+    Use this to talk to any micro-service daemon or other client(s) over a
+    TCP socket managed by ``trio``.
+    """
+    def __init__(
+        self, sockaddr: tuple,
+        startup_seq: Coroutine,
+        auto_reconnect: bool = True,
+    ):
+        self.sockaddr = sockaddr
+        self._startup_seq = startup_seq
+        self._autorecon = auto_reconnect
+        self.squeue = None
+
+    async def connect(self, sockaddr: tuple = None, **kwargs):
+        sockaddr = sockaddr or self.sockaddr
+        stream = await trio.open_tcp_stream(*sockaddr, **kwargs)
+        self.squeue = StreamQueue(stream)
+        await self._startup_seq(self)
+        return stream
+
+    async def send(self, item):
+        await self.squeue.put(item)
+
+    async def recv(self):
+        try:
+            return await self.squeue.get()
+        except trio.BrokenStreamError as err:
+            if self._autorecon:
+                await self._reconnect()
+                return await self.recv()
+
+    async def aclose(self, *args):
+        await self.squeue.stream.aclose()
+
+    async def __aenter__(self):
+        await self.connect(self.sockaddr)
+        return self
+
+    async def __aexit__(self, *args):
+        await self.aclose(*args)
+
+    async def _reconnect(self):
+        """Handle connection failures by polling until a reconnect can be
+        established.
+        """
+        down = False
+        while True:
+            try:
+                with trio.move_on_after(3) as cancel_scope:
+                    await self.connect()
+                cancelled = cancel_scope.cancelled_caught
+                if cancelled:
+                    log.warn(
+                        "Reconnect timed out after 3 seconds, retrying...")
+                    continue
+                else:
+                    log.warn("Stream connection re-established!")
+                    break
+            except (OSError, ConnectionRefusedError):
+                if not down:
+                    down = True
+                    log.warn(
+                        f"Connection to {self.sockaddr} went down, waiting"
+                        " for re-establishment")
+                await trio.sleep(1)
+
+    async def aiter_recv(self):
+        """Async iterate items from underlying stream.
+        """
+        while True:
+            try:
+                async for item in self.squeue:
+                    yield item
+            except trio.BrokenStreamError as err:
+                if not self._autorecon:
+                    raise
+            if self._autorecon:  # attempt reconnect
+                await self._reconnect()
+                continue
+            else:
+                return
+
+
+async def stream_quotes(
+    brokermod: ModuleType,
+    get_quotes: Coroutine,
+    tickers2qs: {str: StreamQueue},
     rate: int = 5,  # delay between quote requests
     diff_cached: bool = True,  # only deliver "new" quotes to the queue
 ) -> None:
@@ -81,54 +207,193 @@ async def poll_tickers(
     A broker-client ``quoter`` async context manager must be provided which
     returns an async quote function.
     """
+    broker_limit = getattr(brokermod, '_rate_limit', float('inf'))
+    if broker_limit < rate:
+        rate = broker_limit
+        log.warn(f"Limiting {brokermod.__name__} query rate to {rate}/sec")
+
     sleeptime = round(1. / rate, 3)
     _cache = {}  # ticker to quote caching
 
-    async with quoter(client, tickers) as get_quotes:
+    while True:  # use an event here to trigger exit?
-        while True:  # use an event here to trigger exit?
+        prequote_start = time.time()
-            prequote_start = time.time()
 
-            with trio.move_on_after(3) as cancel_scope:
+        if not any(tickers2qs.values()):
-                quotes = await get_quotes(tickers)
+            log.warn(f"No subs left for broker {brokermod.name}, exiting task")
+            break
 
-            cancelled = cancel_scope.cancelled_caught
+        tickers = list(tickers2qs.keys())
-            if cancelled:
+        with trio.move_on_after(3) as cancel_scope:
-                log.warn("Quote query timed out after 3 seconds, retrying...")
+            quotes = await get_quotes(tickers)
-                # handle network outages by idling until response is received
-                quotes = await wait_for_network(partial(get_quotes, tickers))
 
-            postquote_start = time.time()
+        cancelled = cancel_scope.cancelled_caught
+        if cancelled:
+            log.warn("Quote query timed out after 3 seconds, retrying...")
+            # handle network outages by idling until response is received
+            quotes = await wait_for_network(partial(get_quotes, tickers))
+
+        postquote_start = time.time()
+        q_payloads = {}
+        for symbol, quote in quotes.items():
+            if diff_cached:
+                # if cache is enabled then only deliver "new" changes
+                last = _cache.setdefault(symbol, {})
+                new = set(quote.items()) - set(last.items())
+                if new:
+                    log.info(
+                        f"New quote {quote['symbol']}:\n{new}")
+                    _cache[symbol] = quote
+                    for queue in tickers2qs[symbol]:
+                        q_payloads.setdefault(queue, {})[symbol] = quote
+            else:
+                for queue in tickers2qs[symbol]:
+                    q_payloads.setdefault(queue, {})[symbol] = quote
+
+        # deliver to each subscriber
+        if q_payloads:
+            for queue, payload in q_payloads.items():
+                try:
+                    await queue.put(payload)
+                except (
+                    # That's right, anything you can think of...
+                    trio.ClosedStreamError, ConnectionResetError,
+                    ConnectionRefusedError,
+                ):
+                    log.warn(f"{queue.peer} went down?")
+                    for qset in tickers2qs.values():
+                        qset.discard(queue)
+
+        req_time = round(postquote_start - prequote_start, 3)
+        proc_time = round(time.time() - postquote_start, 3)
+        tot = req_time + proc_time
+        log.debug(f"Request + processing took {tot}")
+        delay = sleeptime - tot
+        if delay <= 0:
+            log.warn(
+                f"Took {req_time} (request) + {proc_time} (processing) "
+                f"= {tot} secs (> {sleeptime}) for processing quotes?")
+        else:
+            log.debug(f"Sleeping for {delay}")
+            await trio.sleep(delay)
+
+
+async def start_quoter(
+    broker2tickersubs: dict,
+    clients: dict,
+    dtasks: set,  # daemon task registry
+    nursery: "Nusery",
+    stream: trio.SocketStream,
+) -> None:
+    """Handle per-broker quote stream subscriptions.
+
+    Spawns new quoter tasks for each broker backend on-demand.
+    Since most brokers seems to support batch quote requests we
+    limit to one task per process for now.
+    """
+    queue = StreamQueue(stream)  # wrap in a shabby queue-like api
+    log.info(f"Accepted new connection from {queue.peer}")
+    async with queue.stream:
+        async for broker, tickers in queue:
+            log.info(
+                f"{queue.peer} subscribed to {broker} for tickers {tickers}")
+
+            if broker not in broker2tickersubs:
+                brokermod = get_brokermod(broker)
+
+                # TODO: move to AsyncExitStack in 3.7
+                client_cntxmng = brokermod.get_client()
+                client = await client_cntxmng.__aenter__()
+                get_quotes = await brokermod.quoter(client, tickers)
+                clients[broker] = (
+                    brokermod, client, client_cntxmng, get_quotes)
+                tickers2qs = broker2tickersubs.setdefault(
+                    broker, {}.fromkeys(tickers, {queue, }))
+            else:
+                log.info(f"Subscribing with existing `{broker}` daemon")
+                brokermod, client, _, get_quotes = clients[broker]
+                tickers2qs = broker2tickersubs[broker]
+                # update map from each symbol to requesting client's queue
+                for ticker in tickers:
+                    tickers2qs.setdefault(ticker, set()).add(queue)
+
+            # beginning of section to be trimmed out with #37
+            #################################################
+            # get a single quote filtering out any bad tickers
+            # NOTE: this code is always run for every new client
+            # subscription even when a broker quoter task is already running
+            # since the new client needs to know what symbols are accepted
+            log.warn(f"Retrieving smoke quote for {queue.peer}")
+            quotes = await get_quotes(tickers)
+            # pop any tickers that aren't returned in the first quote
+            tickers = set(tickers) - set(quotes)
+            for ticker in tickers:
+                log.warn(
+                    f"Symbol `{ticker}` not found by broker `{brokermod.name}`"
+                )
+                tickers2qs.pop(ticker, None)
+
+            # pop any tickers that return "empty" quotes
             payload = {}
             for symbol, quote in quotes.items():
-                # FIXME: None is returned if a symbol can't be found.
-                # Consider filtering out such symbols before starting poll loop
                 if quote is None:
+                    log.warn(
+                        f"Symbol `{symbol}` not found by broker"
+                        f" `{brokermod.name}`")
+                    tickers2qs.pop(symbol, None)
                     continue
+                payload[symbol] = quote
 
-                if diff_cached:
+            # push initial quotes response for client initialization
-                    # if cache is enabled then only deliver "new" changes
+            await queue.put(payload)
-                    last = _cache.setdefault(symbol, {})
-                    new = set(quote.items()) - set(last.items())
-                    if new:
-                        log.info(
-                            f"New quote {quote['symbol']}:\n{new}")
-                        _cache[symbol] = quote
-                        payload[symbol] = quote
-                else:
-                    payload[symbol] = quote
 
-            if payload:
+            # end of section to be trimmed out with #37
-                q.put_nowait(payload)
+            ###########################################
 
-            req_time = round(postquote_start - prequote_start, 3)
+            if broker not in dtasks:  # no quoter task yet
-            proc_time = round(time.time() - postquote_start, 3)
+                # task should begin on the next checkpoint/iteration
-            tot = req_time + proc_time
+                log.info(f"Spawning quoter task for {brokermod.name}")
-            log.debug(f"Request + processing took {tot}")
+                nursery.start_soon(
-            delay = sleeptime - tot
+                    stream_quotes, brokermod, get_quotes, tickers2qs)
-            if delay <= 0:
+                dtasks.add(broker)
-                log.warn(
+
-                    f"Took {req_time} (request) + {proc_time} (processing) "
+            log.debug("Waiting on subscription request")
-                    f"= {tot} secs (> {sleeptime}) for processing quotes?")
+        else:
-            else:
+            log.info(f"client @ {queue.peer} disconnected")
-                log.debug(f"Sleeping for {delay}")
+            # drop any lingering subscriptions
-                await trio.sleep(delay)
+            for ticker, qset in tickers2qs.items():
+                qset.discard(queue)
+
+            # if there are no more subscriptions with this broker
+            # drop from broker subs dict
+            if not any(tickers2qs.values()):
+                log.info(f"No more subscriptions for {broker}")
+                broker2tickersubs.pop(broker, None)
+                dtasks.discard(broker)
+
+        # TODO: move to AsyncExitStack in 3.7
+        for _, _, cntxmng, _ in clients.values():
+            # FIXME: yes I know it's totally wrong...
+            await cntxmng.__aexit__(None, None, None)
+
+
+async def _daemon_main() -> None:
+    """Entry point for the broker daemon which waits for connections
+    before spawning micro-services.
+    """
+    # global space for broker-daemon subscriptions
+    broker2tickersubs = {}
+    clients = {}
+    dtasks = set()
+
+    async with trio.open_nursery() as nursery:
+        listeners = await nursery.start(
+            partial(
+                trio.serve_tcp,
+                partial(
+                    start_quoter, broker2tickersubs, clients,
+                    dtasks, nursery
+                ),
+                1616, host='127.0.0.1'
+            )
+        )
+        log.debug(f"Spawned {listeners}")

piker/brokers/questrade.py

@@ -284,16 +284,33 @@ async def get_client() -> Client:
         write_conf(client)
 
 
-@asynccontextmanager
 async def quoter(client: Client, tickers: [str]):
     """Quoter context.
     """
-    t2ids = await client.tickers2ids(tickers)
+    t2ids = {}
-    ids = ','.join(map(str, t2ids.values()))
+    ids = ''
+
+    def filter_symbols(quotes_dict):
+        nonlocal t2ids
+        for symbol, quote in quotes_dict.items():
+            if quote['low52w'] is None:
+                log.warn(
+                    f"{symbol} seems to be defunct discarding from tickers")
+                t2ids.pop(symbol)
 
     async def get_quote(tickers):
         """Query for quotes using cached symbol ids.
         """
+        if not tickers:
+            return {}
+        nonlocal ids, t2ids
+        new, current = set(tickers), set(t2ids.keys())
+        if new != current:
+            # update ticker ids cache
+            log.debug(f"Tickers set changed {new - current}")
+            t2ids = await client.tickers2ids(tickers)
+            ids = ','.join(map(str, t2ids.values()))
+
         try:
             quotes_resp = await client.api.quotes(ids=ids)
         except QuestradeError as qterr:
@@ -310,20 +327,17 @@ async def quoter(client: Client, tickers: [str]):
             quotes[quote['symbol']] = quote
 
             if quote.get('delay', 0) > 0:
-                log.warning(f"Delayed quote:\n{quote}")
+                log.warn(f"Delayed quote:\n{quote}")
 
         return quotes
 
     first_quotes_dict = await get_quote(tickers)
-    for symbol, quote in first_quotes_dict.items():
+    filter_symbols(first_quotes_dict)
-        if quote['low52w'] is None:
-            log.warn(f"{symbol} seems to be defunct discarding from tickers")
-            t2ids.pop(symbol)
 
     # re-save symbol ids cache
     ids = ','.join(map(str, t2ids.values()))
 
-    yield get_quote
+    return get_quote
 
 
 # Questrade key conversion / column order

piker/brokers/robinhood.py

@@ -72,11 +72,10 @@ async def get_client() -> Client:
     yield Client()
 
 
-@asynccontextmanager
 async def quoter(client: Client, tickers: [str]):
     """Quoter context.
     """
-    yield client.quote
+    return client.quote
 
 
 # Robinhood key conversion / column order

piker/cli.py

@@ -2,19 +2,18 @@
 Console interface to broker client/daemons.
 """
 from functools import partial
-from importlib import import_module
+from multiprocessing import Process
-import os
-from collections import defaultdict
 import json
+import os
 
 import click
-import trio
 import pandas as pd
+import trio
 
-
-from .log import get_console_log, colorize_json, get_logger
 from . import watchlists as wl
 from .brokers import core, get_brokermod
+from .brokers.core import _daemon_main, Client
+from .log import get_console_log, colorize_json, get_logger
 
 log = get_logger('cli')
 DEFAULT_BROKER = 'robinhood'
@@ -35,6 +34,14 @@ def run(main, loglevel='info'):
         log.debug("Exiting piker")
 
 
+@click.command()
+@click.option('--loglevel', '-l', default='warning', help='Logging level')
+def pikerd(loglevel):
+    """Spawn the piker daemon.
+    """
+    run(_daemon_main, loglevel)
+
+
 @click.group()
 def cli():
     pass
@@ -115,20 +122,52 @@ def quote(loglevel, broker, tickers, df_output):
 @click.option('--rate', '-r', default=5, help='Logging level')
 @click.argument('name', nargs=1, required=True)
 def watch(loglevel, broker, rate, name):
-    """Spawn a watchlist.
+    """Spawn a real-time watchlist.
     """
     from .ui.watchlist import _async_main
     log = get_console_log(loglevel)  # activate console logging
     brokermod = get_brokermod(broker)
     watchlist_from_file = wl.ensure_watchlists(_watchlists_data_path)
     watchlists = wl.merge_watchlist(watchlist_from_file, wl._builtins)
-    broker_limit = getattr(brokermod, '_rate_limit', float('inf'))
+    tickers = watchlists[name]
 
-    if broker_limit < rate:
+    async def main(timeout=1):
-        rate = broker_limit
-        log.warn(f"Limiting {brokermod.__name__} query rate to {rate}/sec")
 
-    trio.run(_async_main, name, watchlists[name], brokermod, rate)
+        async def subscribe(client):
+            # initial request for symbols price streams
+            await client.send((brokermod.name, tickers))
+
+        client = Client(('127.0.0.1', 1616), subscribe)
+        try:
+            await client.connect()
+        except OSError as oserr:
+            await trio.sleep(0.5)
+            # will raise indicating child proc should be spawned
+            await client.connect()
+
+        async with trio.open_nursery() as nursery:
+            nursery.start_soon(
+                _async_main, name, client, tickers,
+                brokermod, rate
+            )
+
+        # signal exit of stream handler task
+        await client.aclose()
+
+    try:
+        trio.run(main)
+    except OSError as oserr:
+        log.warn("No broker daemon could be found")
+        log.warn(oserr)
+        log.warning("Spawning local broker-daemon...")
+        child = Process(
+            target=run,
+            args=(_daemon_main, loglevel),
+            daemon=True,
+        )
+        child.start()
+        trio.run(main, 5)
+        child.join()
 
 
 @cli.group()

piker/ui/watchlist.py

@@ -7,7 +7,6 @@ Launch with ``piker watch <watchlist name>``.
 """
 from itertools import chain
 from types import ModuleType
-from functools import partial
 
 import trio
 from kivy.uix.boxlayout import BoxLayout
@@ -21,7 +20,6 @@ from kivy.core.window import Window
 
 from ..log import get_logger
 from .pager import PagerView
-from ..brokers.core import poll_tickers
 
 log = get_logger('watchlist')
 
@@ -49,7 +47,7 @@ _kv = (f'''
 #:kivy 1.10.0
 
 <Cell>
-    font_size: 18
+    font_size: 20
     # text_size: self.size
     size: self.texture_size
     color: {colorcode('gray')}
@@ -318,9 +316,10 @@ class TickerTable(GridLayout):
 
 
 async def update_quotes(
+    nursery: 'Nursery',
     brokermod: ModuleType,
     widgets: dict,
-    queue: trio.Queue,
+    client: 'Client',
     symbol_data: dict,
     first_quotes: dict
 ):
@@ -360,9 +359,7 @@ async def update_quotes(
     grid.render_rows(cache)
 
     # core cell update loop
-    while True:
+    async for quotes in client.aiter_recv():  # new quotes data only
-        log.debug("Waiting on quotes")
-        quotes = await queue.get()  # new quotes data only
         for symbol, quote in quotes.items():
             record, displayable = brokermod.format_quote(
                 quote, symbol_data=symbol_data)
@@ -372,6 +369,10 @@ async def update_quotes(
             color_row(row, record)
 
         grid.render_rows(cache)
+        log.debug("Waiting on quotes")
+
+    log.warn("Server connection dropped")
+    nursery.cancel_scope.cancel()
 
 
 async def run_kivy(root, nursery):
@@ -381,82 +382,78 @@ async def run_kivy(root, nursery):
     nursery.cancel_scope.cancel()  # cancel all other tasks that may be running
 
 
-async def _async_main(name, tickers, brokermod, rate):
+async def _async_main(name, client, tickers, brokermod, rate):
     '''Launch kivy app + all other related tasks.
 
     This is started with cli command `piker watch`.
     '''
-    queue = trio.Queue(1000)
+    # get initial symbol data
-    async with brokermod.get_client() as client:
+    async with brokermod.get_client() as bclient:
-        async with trio.open_nursery() as nursery:
+        # get long term data including last days close price
-            # get long term data including last days close price
+        sd = await bclient.symbol_data(tickers)
-            sd = await client.symbol_data(tickers)
 
-            nursery.start_soon(
+    async with trio.open_nursery() as nursery:
-                partial(poll_tickers, client, brokermod.quoter, tickers, queue,
+        # get first quotes response
-                        rate=rate)
+        log.debug("Waiting on first quote...")
-            )
+        quotes = await client.recv()
+        first_quotes = [
+            brokermod.format_quote(quote, symbol_data=sd)[0]
+            for quote in quotes.values()]
 
-            # get first quotes response
+        if first_quotes[0].get('last') is None:
-            quotes = await queue.get()
+            log.error("Broker API is down temporarily")
-            first_quotes = [
+            nursery.cancel_scope.cancel()
-                brokermod.format_quote(quote, symbol_data=sd)[0]
+            return
-                for quote in quotes.values()]
 
-            if first_quotes[0].get('last') is None:
+        # build out UI
-                log.error("Broker API is down temporarily")
+        Window.set_title(f"watchlist: {name}\t(press ? for help)")
-                nursery.cancel_scope.cancel()
+        Builder.load_string(_kv)
-                return
+        box = BoxLayout(orientation='vertical', padding=5, spacing=5)
 
-            # build out UI
+        # define bid-ask "stacked" cells
-            Window.set_title(f"watchlist: {name}\t(press ? for help)")
+        # (TODO: needs some rethinking and renaming for sure)
-            Builder.load_string(_kv)
+        bidasks = brokermod._bidasks
-            box = BoxLayout(orientation='vertical', padding=5, spacing=5)
 
-            # define bid-ask "stacked" cells
+        # add header row
-            # (TODO: needs some rethinking and renaming for sure)
+        headers = first_quotes[0].keys()
-            bidasks = brokermod._bidasks
+        header = Row(
+            {key: key for key in headers},
+            headers=headers,
+            bidasks=bidasks,
+            is_header_row=True,
+            size_hint=(1, None),
+        )
+        box.add_widget(header)
 
-            # add header row
+        # build grid
-            headers = first_quotes[0].keys()
+        grid = TickerTable(
-            header = Row(
+            cols=1,
-                {key: key for key in headers},
+            size_hint=(1, None),
-                headers=headers,
+        )
-                bidasks=bidasks,
+        for ticker_record in first_quotes:
-                is_header_row=True,
+            grid.append_row(ticker_record, bidasks=bidasks)
-                size_hint=(1, None),
+        # associate the col headers row with the ticker table even though
-            )
+        # they're technically wrapped separately in containing BoxLayout
-            box.add_widget(header)
+        header.table = grid
 
-            # build grid
+        # mark the initial sorted column header as bold and underlined
-            grid = TickerTable(
+        sort_cell = header.get_cell(grid.sort_key)
-                cols=1,
+        sort_cell.bold = sort_cell.underline = True
-                size_hint=(1, None),
+        grid.last_clicked_col_cell = sort_cell
-            )
-            for ticker_record in first_quotes:
-                grid.append_row(ticker_record, bidasks=bidasks)
-            # associate the col headers row with the ticker table even though
-            # they're technically wrapped separately in containing BoxLayout
-            header.table = grid
 
-            # mark the initial sorted column header as bold and underlined
+        # set up a pager view for large ticker lists
-            sort_cell = header.get_cell(grid.sort_key)
+        grid.bind(minimum_height=grid.setter('height'))
-            sort_cell.bold = sort_cell.underline = True
+        pager = PagerView(box, grid, nursery)
-            grid.last_clicked_col_cell = sort_cell
+        box.add_widget(pager)
 
-            # set up a pager view for large ticker lists
+        widgets = {
-            grid.bind(minimum_height=grid.setter('height'))
+            # 'anchor': anchor,
-            pager = PagerView(box, grid, nursery)
+            'root': box,
-            box.add_widget(pager)
+            'grid': grid,
-
+            'box': box,
-            widgets = {
+            'header': header,
-                # 'anchor': anchor,
+            'pager': pager,
-                'root': box,
+        }
-                'grid': grid,
+        nursery.start_soon(run_kivy, widgets['root'], nursery)
-                'box': box,
+        nursery.start_soon(
-                'header': header,
+            update_quotes, nursery, brokermod, widgets, client, sd, quotes)
-                'pager': pager,
-            }
-            nursery.start_soon(run_kivy, widgets['root'], nursery)
-            nursery.start_soon(
-                update_quotes, brokermod, widgets, queue, sd, quotes)

setup.py

@@ -31,11 +31,12 @@ setup(
     entry_points={
         'console_scripts': [
             'piker = piker.cli:cli',
+            'pikerd = piker.cli:pikerd',
         ]
     },
     install_requires=[
         'click', 'colorlog', 'trio', 'attrs', 'async_generator',
-        'pygments', 'cython', 'asks', 'pandas',
+        'pygments', 'cython', 'asks', 'pandas', 'msgpack',
         #'kivy',  see requirement.txt; using a custom branch atm
     ],
     extras_require={