Add `multiaddr` as dep with bumped lock-file

Since now we explicitly check each mkt's venue hours now we don't need
this mega hacky "waiting on a quote with real vlm" stuff to determing
whether historical data should be loaded immediately. This approach also
had the added complexity that we needed to handle edge cases for tickers
(like xauusd.cmdty) which never have vlm.. so it's nice to be rid of it
all ;p

piker/brokers/ib/_util.py

@@ -250,7 +250,9 @@ async def vnc_click_hack(
         'connection': 'r'
     }[reset_type]
 
-    with tractor.devx.open_crash_handler():
+    with tractor.devx.open_crash_handler(
+        ignore={TimeoutError,},
+    ):
         client = await AsyncVNCClient.connect(
             VNCConfig(
                 host=host,
@@ -331,7 +333,14 @@ def i3ipc_xdotool_manual_click_hack() -> None:
 
     '''
     focussed, matches = i3ipc_fin_wins_titled()
+    try:
         orig_win_id = focussed.window
+    except AttributeError:
+        # XXX if .window cucks we prolly aren't intending to
+        # use this and/or just woke up from suspend..
+        log.exception('xdotool invalid usage ya ??\n')
+        return
+
     try:
         for name, con in matches:
             print(f'Resetting data feed for {name}')

piker/brokers/ib/api.py

@@ -1187,7 +1187,7 @@ async def load_aio_clients(
     # the API TCP in `ib_insync` connection can be flaky af so instead
     # retry a few times to get the client going..
     connect_retries: int = 3,
-    connect_timeout: float = 10,
+    connect_timeout: float = 30,  # in case a remote-host
     disconnect_on_exit: bool = True,
 
 ) -> dict[str, Client]:

piker/brokers/ib/feed.py

@@ -262,7 +262,38 @@ async def open_history_client(
             vlm = bars_array['volume']
             vlm[vlm < 0] = 0
 
-            return bars_array, first_dt, last_dt
+            # XXX, if a start-limit was passed ensure we only
+            # return history that far back!
+            if (
+                start_dt
+                and
+                first_dt < start_dt
+            ):
+                trimmed_bars = bars_array[
+                    bars_array['time'] >= start_dt.timestamp()
+                ]
+                if (
+                    trimmed_first_dt := from_timestamp(trimmed_bars['time'][0])
+                    !=
+                    start_dt
+                ):
+                    # TODO! rm this once we're more confident it never hits!
+                    breakpoint()
+                    raise RuntimeError(
+                        f'OHLC-bars array start is gt `start_dt` limit !!\n'
+                        f'start_dt: {start_dt}\n'
+                        f'first_dt: {first_dt}\n'
+                        f'trimmed_first_dt: {trimmed_first_dt}\n'
+                    )
+
+                # XXX, overwrite with start_dt-limited frame
+                bars_array = trimmed_bars
+
+            return (
+                bars_array,
+                first_dt,
+                last_dt,
+            )
 
         # TODO: it seems like we can do async queries for ohlc
         # but getting the order right still isn't working and I'm not
@@ -451,6 +482,8 @@ async def get_bars(
                     dt_duration,
                 ) = await proxy.bars(
                     fqme=fqme,
+                    # XXX TODO! lol we're not using this..
+                    # start_dt=start_dt,
                     end_dt=end_dt,
                     sample_period_s=timeframe,
 
@@ -1213,54 +1246,12 @@ async def stream_quotes(
                     tn.start_soon(reset_on_feed)
 
                     async with aclosing(iter_quotes):
-                        # if syminfo.get('no_vlm', False):
-                        if not init_msg.shm_write_opts['has_vlm']:
-
-                            # generally speaking these feeds don't
-                            # include vlm data.
-                            atype: str = mkt.dst.atype
-                            log.info(
-                                f'No-vlm {mkt.fqme}@{atype}, skipping quote poll'
-                            )
-
-                        else:
-                            # wait for real volume on feed (trading might be
-                            # closed)
-                            while True:
-                                ticker = await iter_quotes.receive()
-
-                                # for a real volume contract we rait for
-                                # the first "real" trade to take place
-                                if (
-                                    # not calc_price
-                                    # and not ticker.rtTime
-                                    False
-                                    # not ticker.rtTime
-                                ):
-                                    # 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)
-                                    # ticker.ticks = []
-
-                                    # XXX: this works because we don't use
-                                    # ``aclosing()`` above?
-                                    break
-
-                            quote = normalize(ticker)
-                            log.debug(f"First ticker received {quote}")
-
                         # tell data-layer spawner-caller that live
                         # quotes are now active desptie not having
                         # necessarily received a first vlm/clearing
                         # tick.
                         ticker = await iter_quotes.receive()
+                        quote = normalize(ticker)
                         feed_is_live.set()
                         fqme: str = quote['fqme']
                         await send_chan.send({fqme: quote})

piker/cli/__init__.py

@@ -61,15 +61,15 @@ def load_trans_eps(
 
     if (
         network
-        and not maddrs
+        and
+        not maddrs
     ):
         # load network section and (attempt to) connect all endpoints
         # which are reachable B)
         for key, maddrs in network.items():
             match key:
 
-                # TODO: resolve table across multiple discov
+                # TODO: resolve table across multiple discov prots Bo
-                # prots Bo
                 case 'resolv':
                     pass
 
@@ -156,7 +156,8 @@ def pikerd(
     network: dict = conf.get('network')
     if (
         network is None
-        and not maddr
+        and
+        not maddr
     ):
         regaddrs = [(
             _default_registry_host,
@@ -168,10 +169,40 @@ def pikerd(
             network,
             maddr,
         )
+        match eps:
+            case {
+                'pikerd': [
+                    {
+                        'ipv4': {
+                            'layer': 3,
+                            'addr': host,
+                            'proto': l3_proto,
+                        },
+                        'tcp': {
+                            'layer': 4,
+                            'port': int(port),
+                            'proto': l4_proto,
+                        },
+                    },
+                    # | {
+                    #     'uds': {
+                    #         'layer': 4,
+                    #         'port': int(port),
+                    #     },
+                    # },
+                ],
+            }:
+                assert l3_proto == 'ipv4'
+                assert l4_proto == 'tcp'
+                # breakpoint()
+
+        # XXX, for now always setup a localhost TCP registry addr.
         for layers in eps['pikerd']:
+            host: str = layers['ipv4']['addr']
+            port: int = layers['tcp']['port']
             regaddrs.append((
-                layers['ipv4']['addr'],
+                host,
-                layers['tcp']['port'],
+                port,
             ))
 
     from .. import service
@@ -183,8 +214,8 @@ def pikerd(
                 registry_addrs=regaddrs,
                 loglevel=loglevel,
                 debug_mode=pdb,
-                # enable_transports=['uds'],
+                enable_transports=[l4_proto],
-                enable_transports=['tcp'],
+                # enable_transports=['tcp'],
             ) as service_mngr,
         ):
             assert service_mngr

piker/data/_sharedmem.py

@@ -520,7 +520,10 @@ 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 = tractor.current_actor(
+        err_on_no_runtime=False,
+    ).lifetime_stack
+    if stack:
         stack.callback(shmarr.close)
         stack.callback(shmarr.destroy)
 
@@ -607,7 +610,10 @@ def attach_shm_array(
         _known_tokens[key] = token
 
     # "close" attached shm on actor teardown
-    tractor.current_actor().lifetime_stack.callback(sha.close)
+    if (actor := tractor.current_actor(
+        err_on_no_runtime=False,
+    )):
+        actor.lifetime_stack.callback(sha.close)
 
     return sha
 

piker/storage/__init__.py

@@ -43,7 +43,6 @@ from typing import (
 
 import numpy as np
 
-
 from .. import config
 from ..service import (
     check_for_service,
@@ -152,7 +151,10 @@ class StorageConnectionError(ConnectionError):
 
     '''
 
-def get_storagemod(name: str) -> ModuleType:
+def get_storagemod(
+    name: str,
+
+) -> ModuleType:
     mod: ModuleType = import_module(
         '.' + name,
         'piker.storage',
@@ -167,7 +169,10 @@ def get_storagemod(name: str) -> ModuleType:
 async def open_storage_client(
     backend: str|None = None,
 
-) -> tuple[ModuleType, StorageClient]:
+) -> tuple[
+    ModuleType,
+    StorageClient,
+]:
     '''
     Load the ``StorageClient`` for named backend.
 
@@ -267,7 +272,10 @@ async def open_tsdb_client(
     from ..data.feed import maybe_open_feed
 
     async with (
-        open_storage_client() as (_, storage),
+        open_storage_client() as (
+            _,
+            storage,
+        ),
 
         maybe_open_feed(
             [fqme],
@@ -275,7 +283,7 @@ async def open_tsdb_client(
 
         ) as feed,
     ):
-        profiler(f'opened feed for {fqme}')
+        profiler(f'opened feed for {fqme!r}')
 
         # to_append = feed.hist_shm.array
         # to_prepend = None

piker/storage/cli.py

@@ -19,16 +19,10 @@ Storage middle-ware CLIs.
 
 """
 from __future__ import annotations
-# from datetime import datetime
-# from contextlib import (
-#     AsyncExitStack,
-# )
 from pathlib import Path
-from math import copysign
 import time
 from types import ModuleType
 from typing import (
-    Any,
     TYPE_CHECKING,
 )
 
@@ -47,7 +41,6 @@ from piker.data import (
     ShmArray,
 )
 from piker import tsp
-from piker.data._formatters import BGM
 from . import log
 from . import (
     __tsdbs__,
@@ -242,122 +235,12 @@ def anal(
     trio.run(main)
 
 
-async def markup_gaps(
-    fqme: str,
-    timeframe: float,
-    actl: AnnotCtl,
-    wdts: pl.DataFrame,
-    gaps: pl.DataFrame,
-
-) -> dict[int, dict]:
-    '''
-    Remote annotate time-gaps in a dt-fielded ts (normally OHLC)
-    with rectangles.
-
-    '''
-    aids: dict[int] = {}
-    for i in range(gaps.height):
-
-        row: pl.DataFrame = gaps[i]
-
-        # the gap's RIGHT-most bar's OPEN value
-        # at that time (sample) step.
-        iend: int = row['index'][0]
-        # dt: datetime = row['dt'][0]
-        # dt_prev: datetime = row['dt_prev'][0]
-        # dt_end_t: float = dt.timestamp()
-
-
-        # TODO: can we eventually remove this
-        # once we figure out why the epoch cols
-        # don't match?
-        # TODO: FIX HOW/WHY these aren't matching
-        # and are instead off by 4hours (EST
-        # vs. UTC?!?!)
-        # end_t: float = row['time']
-        # assert (
-        #     dt.timestamp()
-        #     ==
-        #     end_t
-        # )
-
-        # the gap's LEFT-most bar's CLOSE value
-        # at that time (sample) step.
-        prev_r: pl.DataFrame = wdts.filter(
-            pl.col('index') == iend - 1
-        )
-        # XXX: probably a gap in the (newly sorted or de-duplicated)
-        # dt-df, so we might need to re-index first..
-        if prev_r.is_empty():
-            await tractor.pause()
-
-        istart: int = prev_r['index'][0]
-        # dt_start_t: float = dt_prev.timestamp()
-
-        # start_t: float = prev_r['time']
-        # assert (
-        #     dt_start_t
-        #     ==
-        #     start_t
-        # )
-
-        # TODO: implement px-col width measure
-        # and ensure at least as many px-cols
-        # shown per rect as configured by user.
-        # gap_w: float = abs((iend - istart))
-        # if gap_w < 6:
-        #     margin: float = 6
-        #     iend += margin
-        #     istart -= margin
-
-        rect_gap: float = BGM*3/8
-        opn: float = row['open'][0]
-        ro: tuple[float, float] = (
-            # dt_end_t,
-            iend + rect_gap + 1,
-            opn,
-        )
-        cls: float = prev_r['close'][0]
-        lc: tuple[float, float] = (
-            # dt_start_t,
-            istart - rect_gap, # + 1 ,
-            cls,
-        )
-
-        color: str = 'dad_blue'
-        diff: float = cls - opn
-        sgn: float = copysign(1, diff)
-        color: str = {
-            -1: 'buy_green',
-            1: 'sell_red',
-        }[sgn]
-
-        rect_kwargs: dict[str, Any] = dict(
-            fqme=fqme,
-            timeframe=timeframe,
-            start_pos=lc,
-            end_pos=ro,
-            color=color,
-        )
-
-        aid: int = await actl.add_rect(**rect_kwargs)
-        assert aid
-        aids[aid] = rect_kwargs
-
-    # tell chart to redraw all its
-    # graphics view layers Bo
-    await actl.redraw(
-        fqme=fqme,
-        timeframe=timeframe,
-    )
-    return aids
-
-
 @store.command()
 def ldshm(
     fqme: str,
     write_parquet: bool = True,
     reload_parquet_to_shm: bool = True,
+    pdb: bool = False,  # --pdb passed?
 
 ) -> None:
     '''
@@ -377,7 +260,7 @@ def ldshm(
             open_piker_runtime(
                 'polars_boi',
                 enable_modules=['piker.data._sharedmem'],
-                debug_mode=True,
+                debug_mode=pdb,
             ),
             open_storage_client() as (
                 mod,
@@ -397,6 +280,9 @@ def ldshm(
 
                 times: np.ndarray = shm.array['time']
                 d1: float = float(times[-1] - times[-2])
+                d2: float = 0
+                # XXX, take a median sample rate if sufficient data
+                if times.size > 2:
                     d2: float = float(times[-2] - times[-3])
                     med: float = np.median(np.diff(times))
                     if (
@@ -407,7 +293,6 @@ def ldshm(
                         raise ValueError(
                             f'Something is wrong with time period for {shm}:\n{times}'
                         )
-
                 period_s: float = float(max(d1, d2, med))
 
                 null_segs: tuple = tsp.get_null_segs(
@@ -417,6 +302,8 @@ def ldshm(
 
                 # TODO: call null-seg fixer somehow?
                 if null_segs:
+
+                    if tractor._state.is_debug_mode():
                         await tractor.pause()
                 #     async with (
                 #         trio.open_nursery() as tn,
@@ -441,9 +328,35 @@ def ldshm(
                     wdts,
                     deduped,
                     diff,
-                ) = tsp.dedupe(
+                    valid_races,
+                    dq_issues,
+                ) = tsp.dedupe_ohlcv_smart(
                     shm_df,
-                    period=period_s,
+                )
+
+                # Report duplicate analysis
+                if diff > 0:
+                    log.info(
+                        f'Removed {diff} duplicate timestamp(s)\n'
+                    )
+                    if valid_races is not None:
+                        identical: int = (
+                            valid_races
+                            .filter(pl.col('identical_bars'))
+                            .height
+                        )
+                        monotonic: int = valid_races.height - identical
+                        log.info(
+                            f'Valid race conditions: {valid_races.height}\n'
+                            f'  - Identical bars: {identical}\n'
+                            f'  - Volume monotonic: {monotonic}\n'
+                        )
+
+                    if dq_issues is not None:
+                        log.warning(
+                            f'DATA QUALITY ISSUES from provider: '
+                            f'{dq_issues.height} timestamp(s)\n'
+                            f'{dq_issues}\n'
                         )
 
                 # detect gaps from in expected (uniform OHLC) sample period
@@ -460,7 +373,8 @@ def ldshm(
 
                     # TODO: actually pull the exact duration
                     # expected for each venue operational period?
-                    gap_dt_unit='days',
+                    # gap_dt_unit='day',
+                    gap_dt_unit='day',
                     gap_thresh=1,
                 )
 
@@ -471,8 +385,11 @@ def ldshm(
                 if (
                     not venue_gaps.is_empty()
                     or (
-                        period_s < 60
+                        not step_gaps.is_empty()
-                        and not step_gaps.is_empty()
+                        # XXX, i presume i put this bc i was guarding
+                        # for ib venue gaps?
+                        # and
+                        # period_s < 60
                     )
                 ):
                     # write repaired ts to parquet-file?
@@ -521,7 +438,7 @@ def ldshm(
                     do_markup_gaps: bool = True
                     if do_markup_gaps:
                         new_df: pl.DataFrame = tsp.np2pl(new)
-                        aids: dict = await markup_gaps(
+                        aids: dict = await tsp._annotate.markup_gaps(
                             fqme,
                             period_s,
                             actl,
@@ -534,8 +451,13 @@ def ldshm(
                         tf2aids[period_s] = aids
 
                 else:
-                    # allow interaction even when no ts problems.
+                    # No significant gaps to handle, but may have had
-                    assert not diff
+                    # duplicates removed (valid race conditions are ok)
+                    if diff > 0 and dq_issues is not None:
+                        log.warning(
+                            'Found duplicates with data quality issues '
+                            'but no significant time gaps!\n'
+                        )
 
             await tractor.pause()
             log.info('Exiting TSP shm anal-izer!')

piker/tsp/_anal.py

@@ -275,6 +275,18 @@ def get_null_segs(
         # diff of abs index steps between each zeroed row
         absi_zdiff: np.ndarray = np.diff(absi_zeros)
 
+        if zero_t.size < 2:
+            try:
+                breakpoint()
+            except RuntimeError:
+                # XXX, if greenback not active from
+                # piker store ldshm cmd..
+                log.exception(
+                    "Can't debug single-sample null!\n"
+                )
+
+            return None
+
         # scan for all frame-indices where the
         # zeroed-row-abs-index-step-diff is greater then the
         # expected increment of 1.
@@ -487,7 +499,8 @@ def iter_null_segs(
         start_dt = None
         if (
             absi_start is not None
-            and start_t != 0
+            and
+            start_t != 0
         ):
             fi_start: int = absi_start - absi_first
             start_row: Seq = frame[fi_start]
@@ -501,8 +514,8 @@ def iter_null_segs(
         yield (
             absi_start, absi_end,  # abs indices
             fi_start, fi_end,  # relative "frame" indices
-            start_t, end_t,
+            start_t, end_t,  # epoch times
-            start_dt, end_dt,
+            start_dt, end_dt,  # dts
         )
 
 
@@ -578,11 +591,22 @@ def detect_time_gaps(
     # NOTE: this flag is to indicate that on this (sampling) time
     # scale we expect to only be filtering against larger venue
     # closures-scale time gaps.
+    #
+    # Map to total_ method since `dt_diff` is a duration type,
+    # not datetime - modern polars requires `total_*` methods
+    # for duration types (e.g. `total_days()` not `day()`)
+    # Ensure plural form for polars API (e.g. 'day' -> 'days')
+    unit_plural: str = (
+        gap_dt_unit
+        if gap_dt_unit.endswith('s')
+        else f'{gap_dt_unit}s'
+    )
+    duration_method: str = f'total_{unit_plural}'
     return step_gaps.filter(
         # Second by an arbitrary dt-unit step size
         getattr(
             pl.col('dt_diff').dt,
-            gap_dt_unit,
+            duration_method,
         )().abs() > gap_thresh
     )
 

piker/tsp/_annotate.py

@@ -0,0 +1,306 @@
+# piker: trading gear for hackers
+# Copyright (C) 2018-present  Tyler Goodlet (in stewardship of 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/>.
+
+"""
+Time-series (remote) annotation APIs.
+
+"""
+from __future__ import annotations
+from math import copysign
+from typing import (
+    Any,
+    TYPE_CHECKING,
+)
+
+import polars as pl
+import tractor
+
+from piker.data._formatters import BGM
+from piker.storage import log
+from piker.ui._style import get_fonts
+
+if TYPE_CHECKING:
+    from piker.ui._remote_ctl import AnnotCtl
+
+
+def humanize_duration(
+    seconds: float,
+) -> str:
+    '''
+    Convert duration in seconds to short human-readable form.
+
+    Uses smallest appropriate time unit:
+    - d: days
+    - h: hours
+    - m: minutes
+    - s: seconds
+
+    Examples:
+    - 86400 -> "1d"
+    - 28800 -> "8h"
+    - 180 -> "3m"
+    - 45 -> "45s"
+
+    '''
+    abs_secs: float = abs(seconds)
+
+    if abs_secs >= 86400:
+        days: float = abs_secs / 86400
+        if days >= 10 or days == int(days):
+            return f'{int(days)}d'
+        return f'{days:.1f}d'
+
+    elif abs_secs >= 3600:
+        hours: float = abs_secs / 3600
+        if hours >= 10 or hours == int(hours):
+            return f'{int(hours)}h'
+        return f'{hours:.1f}h'
+
+    elif abs_secs >= 60:
+        mins: float = abs_secs / 60
+        if mins >= 10 or mins == int(mins):
+            return f'{int(mins)}m'
+        return f'{mins:.1f}m'
+
+    else:
+        if abs_secs >= 10 or abs_secs == int(abs_secs):
+            return f'{int(abs_secs)}s'
+        return f'{abs_secs:.1f}s'
+
+
+async def markup_gaps(
+    fqme: str,
+    timeframe: float,
+    actl: AnnotCtl,
+    wdts: pl.DataFrame,
+    gaps: pl.DataFrame,
+
+    # XXX, switch on to see txt showing a "humanized" label of each
+    # gap's duration.
+    show_txt: bool = False,
+
+) -> dict[int, dict]:
+    '''
+    Remote annotate time-gaps in a dt-fielded ts (normally OHLC)
+    with rectangles.
+
+    '''
+    # XXX: force chart redraw FIRST to ensure PlotItem coordinate
+    # system is properly initialized before we position annotations!
+    # Without this, annotations may be misaligned on first creation
+    # due to Qt/pyqtgraph initialization race conditions.
+    await actl.redraw(
+        fqme=fqme,
+        timeframe=timeframe,
+    )
+
+    aids: dict[int] = {}
+    for i in range(gaps.height):
+        row: pl.DataFrame = gaps[i]
+
+        # the gap's RIGHT-most bar's OPEN value
+        # at that time (sample) step.
+        iend: int = row['index'][0]
+
+        # dt: datetime = row['dt'][0]
+        # dt_prev: datetime = row['dt_prev'][0]
+        # dt_end_t: float = dt.timestamp()
+
+
+        # TODO: can we eventually remove this
+        # once we figure out why the epoch cols
+        # don't match?
+        # TODO: FIX HOW/WHY these aren't matching
+        # and are instead off by 4hours (EST
+        # vs. UTC?!?!)
+        # end_t: float = row['time']
+        # assert (
+        #     dt.timestamp()
+        #     ==
+        #     end_t
+        # )
+
+        # the gap's LEFT-most bar's CLOSE value
+        # at that time (sample) step.
+        prev_r: pl.DataFrame = wdts.filter(
+            pl.col('index') == iend - 1
+        )
+        # XXX: probably a gap in the (newly sorted or de-duplicated)
+        # dt-df, so we might need to re-index first..
+        dt: pl.Series = row['dt']
+        dt_prev: pl.Series = row['dt_prev']
+        if prev_r.is_empty():
+
+            # XXX, filter out any special ignore cases,
+            # - UNIX-epoch stamped datums
+            # - first row
+            if (
+                dt_prev.dt.epoch()[0] == 0
+                or
+                dt.dt.epoch()[0] == 0
+            ):
+                log.warning('Skipping row with UNIX epoch timestamp ??')
+                continue
+
+            if wdts[0]['index'][0] == iend:  # first row
+                log.warning('Skipping first-row (has no previous obvi) !!')
+                continue
+
+            # XXX, if the previous-row by shm-index is missing,
+            # meaning there is a missing sample (set), get the prior
+            # row by df index and attempt to use it?
+            i_wdts: pl.DataFrame = wdts.with_row_index(name='i')
+            i_row: int = i_wdts.filter(pl.col('index') == iend)['i'][0]
+            prev_row_by_i = wdts[i_row]
+            prev_r: pl.DataFrame = prev_row_by_i
+
+            # debug any missing pre-row
+            if tractor._state.is_debug_mode():
+                await tractor.pause()
+
+        istart: int = prev_r['index'][0]
+        # TODO: implement px-col width measure
+        # and ensure at least as many px-cols
+        # shown per rect as configured by user.
+        # gap_w: float = abs((iend - istart))
+        # if gap_w < 6:
+        #     margin: float = 6
+        #     iend += margin
+        #     istart -= margin
+
+        opn: float = row['open'][0]
+        cls: float = prev_r['close'][0]
+
+        # get gap duration for humanized label
+        gap_dur_s: float = row['s_diff'][0]
+        gap_label: str = humanize_duration(gap_dur_s)
+
+        # XXX: get timestamps for server-side index lookup
+        start_time: float = prev_r['time'][0]
+        end_time: float = row['time'][0]
+
+        # BGM=0.16 is the normal diff from overlap between bars, SO
+        # just go slightly "in" from that "between them".
+        from_idx: int = BGM - .06  # = .10
+        lc: tuple[float, float] = (
+            istart + 1 - from_idx,
+            cls,
+        )
+        ro: tuple[float, float] = (
+            iend + from_idx,
+            opn,
+        )
+
+        diff: float = cls - opn
+        sgn: float = copysign(1, diff)
+        up_gap: bool = sgn == -1
+        down_gap: bool = sgn == 1
+        flat: bool = sgn == 0
+
+        color: str = 'dad_blue'
+        # TODO? mks more sense to have up/down coloring?
+        # color: str = {
+        #     -1: 'lilypad_green',  # up-gap
+        #     1: 'wine',  # down-gap
+        # }[sgn]
+
+        rect_kwargs: dict[str, Any] = dict(
+            fqme=fqme,
+            timeframe=timeframe,
+            start_pos=lc,
+            end_pos=ro,
+            color=color,
+            start_time=start_time,
+            end_time=end_time,
+        )
+
+        # add up/down rects
+        aid: int|None = await actl.add_rect(**rect_kwargs)
+        if aid is None:
+            log.error(
+                f'Failed to add rect for,\n'
+                f'{rect_kwargs!r}\n'
+                f'\n'
+                f'Skipping to next gap!\n'
+            )
+            continue
+
+        assert aid
+        aids[aid] = rect_kwargs
+        direction: str = (
+            'down' if down_gap
+            else 'up'
+        )
+        # TODO! mk this a `msgspec.Struct` which we deserialize
+        # on the server side!
+        # XXX: send timestamp for server-side index lookup
+        # to ensure alignment with current shm state
+        gap_time: float = row['time'][0]
+        arrow_kwargs: dict[str, Any] = dict(
+            fqme=fqme,
+            timeframe=timeframe,
+            x=iend,  # fallback if timestamp lookup fails
+            y=cls,
+            time=gap_time,  # for server-side index lookup
+            color=color,
+            alpha=169,
+            pointing=direction,
+            # TODO: expose these as params to markup_gaps()?
+            headLen=10,
+            headWidth=2.222,
+            pxMode=True,
+        )
+
+        aid: int = await actl.add_arrow(
+            **arrow_kwargs
+        )
+
+        # add duration label to RHS of arrow
+        if up_gap:
+            anchor = (0, 0)
+            # ^XXX? i dun get dese dims.. XD
+        elif down_gap:
+            anchor = (0, 1)  # XXX y, x?
+        else:  # no-gap?
+            assert flat
+            anchor = (0, 0)  # up from bottom
+
+        # use a slightly smaller font for gap label txt.
+        font, small_font = get_fonts()
+        font_size: int = small_font.px_size - 1
+        assert isinstance(font_size, int)
+
+        if show_txt:
+            text_aid: int = await actl.add_text(
+                fqme=fqme,
+                timeframe=timeframe,
+                text=gap_label,
+                x=iend + 1,  # fallback if timestamp lookup fails
+                y=cls,
+                time=gap_time,  # server-side index lookup
+                color=color,
+                anchor=anchor,
+                font_size=font_size,
+            )
+            aids[text_aid] = {'text': gap_label}
+
+    # tell chart to redraw all its
+    # graphics view layers Bo
+    await actl.redraw(
+        fqme=fqme,
+        timeframe=timeframe,
+    )
+    return aids

piker/tsp/_dedupe_smart.py

@@ -0,0 +1,206 @@
+'''
+Smart OHLCV deduplication with data quality validation.
+
+Handles concurrent write conflicts by keeping the most complete bar
+(highest volume) while detecting data quality anomalies.
+
+'''
+import polars as pl
+
+from ._anal import with_dts
+
+
+def dedupe_ohlcv_smart(
+    src_df: pl.DataFrame,
+    time_col: str = 'time',
+    volume_col: str = 'volume',
+    sort: bool = True,
+
+) -> tuple[
+    pl.DataFrame,  # with dts
+    pl.DataFrame,  # deduped (keeping higher volume bars)
+    int,  # count of dupes removed
+    pl.DataFrame|None,  # valid race conditions
+    pl.DataFrame|None,  # data quality violations
+]:
+    '''
+    Smart OHLCV deduplication keeping most complete bars.
+
+    For duplicate timestamps, keeps bar with highest volume under
+    the assumption that higher volume indicates more complete/final
+    data from backfill vs partial live updates.
+
+    Returns
+    -------
+    Tuple of:
+    - wdts: original dataframe with datetime columns added
+    - deduped: deduplicated frame keeping highest-volume bars
+    - diff: number of duplicate rows removed
+    - valid_races: duplicates meeting expected race condition pattern
+      (volume monotonic, OHLC ranges valid)
+    - data_quality_issues: duplicates violating expected relationships
+      indicating provider data problems
+
+    '''
+    wdts: pl.DataFrame = with_dts(src_df)
+
+    # Find duplicate timestamps
+    dupes: pl.DataFrame = wdts.filter(
+        pl.col(time_col).is_duplicated()
+    )
+
+    if dupes.is_empty():
+        # No duplicates, return as-is
+        return (wdts, wdts, 0, None, None)
+
+    # Analyze duplicate groups for validation
+    dupe_analysis: pl.DataFrame = (
+        dupes
+        .sort([time_col, 'index'])
+        .group_by(time_col, maintain_order=True)
+        .agg([
+            pl.col('index').alias('indices'),
+            pl.col('volume').alias('volumes'),
+            pl.col('high').alias('highs'),
+            pl.col('low').alias('lows'),
+            pl.col('open').alias('opens'),
+            pl.col('close').alias('closes'),
+            pl.col('dt').first().alias('dt'),
+            pl.len().alias('count'),
+        ])
+    )
+
+    # Validate OHLCV monotonicity for each duplicate group
+    def check_ohlcv_validity(row) -> dict[str, bool]:
+        '''
+        Check if duplicate bars follow expected race condition pattern.
+
+        For a valid live-update → backfill race:
+        - volume should be monotonically increasing
+        - high should be monotonically non-decreasing
+        - low should be monotonically non-increasing
+        - open should be identical (fixed at bar start)
+
+        Returns dict of violation flags.
+
+        '''
+        vols: list = row['volumes']
+        highs: list = row['highs']
+        lows: list = row['lows']
+        opens: list = row['opens']
+
+        violations: dict[str, bool] = {
+            'volume_non_monotonic': False,
+            'high_decreased': False,
+            'low_increased': False,
+            'open_mismatch': False,
+            'identical_bars': False,
+        }
+
+        # Check if all bars are identical (pure duplicate)
+        if (
+            len(set(vols)) == 1
+            and len(set(highs)) == 1
+            and len(set(lows)) == 1
+            and len(set(opens)) == 1
+        ):
+            violations['identical_bars'] = True
+            return violations
+
+        # Check volume monotonicity
+        for i in range(1, len(vols)):
+            if vols[i] < vols[i-1]:
+                violations['volume_non_monotonic'] = True
+                break
+
+        # Check high monotonicity (can only increase or stay same)
+        for i in range(1, len(highs)):
+            if highs[i] < highs[i-1]:
+                violations['high_decreased'] = True
+                break
+
+        # Check low monotonicity (can only decrease or stay same)
+        for i in range(1, len(lows)):
+            if lows[i] > lows[i-1]:
+                violations['low_increased'] = True
+                break
+
+        # Check open consistency (should be fixed)
+        if len(set(opens)) > 1:
+            violations['open_mismatch'] = True
+
+        return violations
+
+    # Apply validation
+    dupe_analysis = dupe_analysis.with_columns([
+        pl.struct(['volumes', 'highs', 'lows', 'opens'])
+        .map_elements(
+            check_ohlcv_validity,
+            return_dtype=pl.Struct([
+                pl.Field('volume_non_monotonic', pl.Boolean),
+                pl.Field('high_decreased', pl.Boolean),
+                pl.Field('low_increased', pl.Boolean),
+                pl.Field('open_mismatch', pl.Boolean),
+                pl.Field('identical_bars', pl.Boolean),
+            ])
+        )
+        .alias('validity')
+    ])
+
+    # Unnest validity struct
+    dupe_analysis = dupe_analysis.unnest('validity')
+
+    # Separate valid races from data quality issues
+    valid_races: pl.DataFrame|None = (
+        dupe_analysis
+        .filter(
+            # Valid if no violations OR just identical bars
+            ~pl.col('volume_non_monotonic')
+            & ~pl.col('high_decreased')
+            & ~pl.col('low_increased')
+            & ~pl.col('open_mismatch')
+        )
+    )
+    if valid_races.is_empty():
+        valid_races = None
+
+    data_quality_issues: pl.DataFrame|None = (
+        dupe_analysis
+        .filter(
+            # Issues if any non-identical violation exists
+            (
+                pl.col('volume_non_monotonic')
+                | pl.col('high_decreased')
+                | pl.col('low_increased')
+                | pl.col('open_mismatch')
+            )
+            & ~pl.col('identical_bars')
+        )
+    )
+    if data_quality_issues.is_empty():
+        data_quality_issues = None
+
+    # Deduplicate: keep highest volume bar for each timestamp
+    deduped: pl.DataFrame = (
+        wdts
+        .sort([time_col, volume_col])
+        .unique(
+            subset=[time_col],
+            keep='last',
+            maintain_order=False,
+        )
+    )
+
+    # Re-sort by time or index
+    if sort:
+        deduped = deduped.sort(by=time_col)
+
+    diff: int = wdts.height - deduped.height
+
+    return (
+        wdts,
+        deduped,
+        diff,
+        valid_races,
+        data_quality_issues,
+    )

piker/ui/_editors.py

@@ -21,6 +21,7 @@ Higher level annotation editors.
 from __future__ import annotations
 from collections import defaultdict
 from typing import (
+    Literal,
     Sequence,
     TYPE_CHECKING,
 )
@@ -66,9 +67,18 @@ log = get_logger(__name__)
 
 
 class ArrowEditor(Struct):
+    '''
+    Annotate a chart-view with arrows most often used for indicating,
+    - order txns/clears,
+    - positions directions,
+    - general points-of-interest like nooz events.
 
+    '''
     godw: GodWidget = None  # type: ignore # noqa
-    _arrows: dict[str, list[pg.ArrowItem]] = {}
+    _arrows: dict[
+        str,
+        list[pg.ArrowItem]
+    ] = {}
 
     def add(
         self,
@@ -76,8 +86,19 @@ class ArrowEditor(Struct):
         uid: str,
         x: float,
         y: float,
-        color: str = 'default',
+        color: str|None = None,
-        pointing: str | None = None,
+        pointing: Literal[
+            'up',
+            'down',
+            None,
+        ] = None,
+        alpha: int = 255,
+        zval: float = 1e9,
+        headLen: float|None = None,
+        headWidth: float|None = None,
+        tailLen: float|None = None,
+        tailWidth: float|None = None,
+        pxMode: bool = True,
 
     ) -> pg.ArrowItem:
         '''
@@ -93,29 +114,80 @@ class ArrowEditor(Struct):
         # scale arrow sizing to dpi-aware font
         size = _font.font.pixelSize() * 0.8
 
+        # allow caller override of head dimensions
+        if headLen is None:
+            headLen = size
+        if headWidth is None:
+            headWidth = size/2
+        # tail params default to None (no tail)
+        if tailWidth is None:
+            tailWidth = 3
+
+        color = color or 'default'
+        color = QColor(hcolor(color))
+        color.setAlpha(alpha)
+        pen = fn.mkPen(color, width=1)
+        brush = fn.mkBrush(color)
         arrow = pg.ArrowItem(
             angle=angle,
             baseAngle=0,
-            headLen=size,
+            headLen=headLen,
-            headWidth=size/2,
+            headWidth=headWidth,
-            tailLen=None,
+            tailLen=tailLen,
-            pxMode=True,
+            tailWidth=tailWidth,
-
+            pxMode=pxMode,
             # coloring
-            pen=pg.mkPen(hcolor('papas_special')),
+            pen=pen,
-            brush=pg.mkBrush(hcolor(color)),
+            brush=brush,
         )
+        arrow.setZValue(zval)
         arrow.setPos(x, y)
-        self._arrows.setdefault(uid, []).append(arrow)
+        plot.addItem(arrow)  # render to view
 
-        # render to view
+        # register for removal
-        plot.addItem(arrow)
+        arrow._uid = uid
+        self._arrows.setdefault(
+            uid, []
+        ).append(arrow)
 
         return arrow
 
-    def remove(self, arrow) -> bool:
+    def remove(
+        self,
+        arrow: pg.ArrowItem,
+    ) -> None:
+        '''
+        Remove a *single arrow* from all chart views to which it was
+        added.
+
+        '''
+        uid: str = arrow._uid
+        arrows: list[pg.ArrowItem] = self._arrows[uid]
+        log.info(
+            f'Removing arrow from views\n'
+            f'uid: {uid!r}\n'
+            f'{arrow!r}\n'
+        )
         for linked in self.godw.iter_linked():
             linked.chart.plotItem.removeItem(arrow)
+        try:
+            arrows.remove(arrow)
+        except ValueError:
+            log.warning(
+                f'Arrow was already removed?\n'
+                f'uid: {uid!r}\n'
+                f'{arrow!r}\n'
+            )
+
+    def remove_all(self) -> set[pg.ArrowItem]:
+        '''
+        Remove all arrows added by this editor from all
+        chart-views.
+
+        '''
+        for uid, arrows in self._arrows.items():
+            for arrow in arrows:
+                self.remove(arrow)
 
 
 class LineEditor(Struct):
@@ -261,6 +333,9 @@ class LineEditor(Struct):
 
         return lines
 
+    # compat with ArrowEditor
+    remove = remove_line
+
 
 def as_point(
     pair: Sequence[float, float] | QPointF,
@@ -609,3 +684,6 @@ class SelectRect(QtWidgets.QGraphicsRectItem):
 
         ):
             scen.removeItem(self._label_proxy)
+
+    # compat with ArrowEditor
+    remove = delete

piker/ui/_l1.py

@@ -237,8 +237,8 @@ class LevelLabel(YAxisLabel):
 class L1Label(LevelLabel):
 
     text_flags = (
-        QtCore.Qt.TextDontClip
+        QtCore.Qt.TextFlag.TextDontClip
-        | QtCore.Qt.AlignLeft
+        | QtCore.Qt.AlignmentFlag.AlignLeft
     )
 
     def set_label_str(

piker/ui/_remote_ctl.py

@@ -27,10 +27,12 @@ from contextlib import (
 from functools import partial
 from pprint import pformat
 from typing import (
-    # Any,
     AsyncContextManager,
+    Literal,
 )
+from uuid import uuid4
 
+import pyqtgraph as pg
 import tractor
 import trio
 from tractor import trionics
@@ -47,12 +49,16 @@ from piker.brokers import SymbolNotFound
 from piker.ui.qt import (
     QGraphicsItem,
 )
+from PyQt6.QtGui import QFont
 from ._display import DisplayState
 from ._interaction import ChartView
-from ._editors import SelectRect
+from ._editors import (
+    SelectRect,
+    ArrowEditor,
+)
 from ._chart import ChartPlotWidget
 from ._dataviz import Viz
-
+from ._style import hcolor
 
 log = get_logger(__name__)
 
@@ -83,8 +89,40 @@ _ctxs: IpcCtxTable = {}
 # the "annotations server" which actually renders to a Qt canvas).
 # type AnnotsTable = dict[int, QGraphicsItem]
 AnnotsTable = dict[int, QGraphicsItem]
+EditorsTable = dict[int, ArrowEditor]
 
 _annots: AnnotsTable  = {}
+_editors: EditorsTable = {}
+
+def rm_annot(
+    annot: ArrowEditor|SelectRect|pg.TextItem
+) -> bool:
+    global _editors
+    match annot:
+        case pg.ArrowItem():
+            editor = _editors[annot._uid]
+            editor.remove(annot)
+            # ^TODO? only remove each arrow or all?
+            # if editor._arrows:
+            #     editor.remove_all()
+            # else:
+            #     log.warning(
+            #         f'Annot already removed!\n'
+            #         f'{annot!r}\n'
+            #     )
+            return True
+
+        case SelectRect():
+            annot.delete()
+            return True
+
+        case pg.TextItem():
+            scene = annot.scene()
+            if scene:
+                scene.removeItem(annot)
+            return True
+
+    return False
 
 
 async def serve_rc_annots(
@@ -95,6 +133,12 @@ async def serve_rc_annots(
     annots: AnnotsTable,
 
 ) -> None:
+    '''
+    A small viz(ualization) server for remote ctl of chart
+    annotations.
+
+    '''
+    global _editors
     async for msg in annot_req_stream:
         match msg:
             case {
@@ -104,14 +148,77 @@ async def serve_rc_annots(
                 'meth': str(meth),
                 'kwargs': dict(kwargs),
             }:
-
                 ds: DisplayState = _dss[fqme]
+                try:
                     chart: ChartPlotWidget = {
                         60: ds.hist_chart,
                         1: ds.chart,
                     }[timeframe]
+                except KeyError:
+                    msg: str = (
+                        f'No chart for timeframe={timeframe}s, '
+                        f'skipping rect annotation'
+                    )
+                    log.exeception(msg)
+                    await annot_req_stream.send({'error': msg})
+                    continue
+
                 cv: ChartView = chart.cv
 
+                # NEW: if timestamps provided, lookup current indices
+                # from shm to ensure alignment with current buffer
+                # state
+                start_time = kwargs.pop('start_time', None)
+                end_time = kwargs.pop('end_time', None)
+                if (
+                    start_time is not None
+                    and end_time is not None
+                ):
+                    viz: Viz = chart.get_viz(fqme)
+                    shm = viz.shm
+                    arr = shm.array
+
+                    # lookup start index
+                    start_matches = arr[arr['time'] == start_time]
+                    if len(start_matches) == 0:
+                        msg: str = (
+                            f'No shm entry for start_time={start_time}, '
+                            f'skipping rect'
+                        )
+                        log.error(msg)
+                        await annot_req_stream.send({'error': msg})
+                        continue
+
+                    # lookup end index
+                    end_matches = arr[arr['time'] == end_time]
+                    if len(end_matches) == 0:
+                        msg: str = (
+                            f'No shm entry for end_time={end_time}, '
+                            f'skipping rect'
+                        )
+                        log.error(msg)
+                        await annot_req_stream.send({'error': msg})
+                        continue
+
+                    # get close price from start bar, open from end
+                    # bar
+                    start_idx = float(start_matches[0]['index'])
+                    end_idx = float(end_matches[0]['index'])
+                    start_close = float(start_matches[0]['close'])
+                    end_open = float(end_matches[0]['open'])
+
+                    # reconstruct start_pos and end_pos with
+                    # looked-up indices
+                    from_idx: float = 0.16 - 0.06  # BGM offset
+                    kwargs['start_pos'] = (
+                        start_idx + 1 - from_idx,
+                        start_close,
+                    )
+                    kwargs['end_pos'] = (
+                        end_idx + from_idx,
+                        end_open,
+                    )
+
                 # annot type lookup from cmd
                 rect = SelectRect(
                     viewbox=cv,
@@ -130,21 +237,207 @@ async def serve_rc_annots(
                 # delegate generically to the requested method
                 getattr(rect, meth)(**kwargs)
                 rect.show()
+
+                # XXX: store absolute coords for repositioning
+                # during viz redraws (eg backfill updates)
+                rect._meth = meth
+                rect._kwargs = kwargs
+
                 aid: int = id(rect)
                 annots[aid] = rect
                 aids: set[int] = ctxs[ipc_key][1]
                 aids.add(aid)
                 await annot_req_stream.send(aid)
 
+            case {
+                'cmd': 'ArrowEditor',
+                'fqme': fqme,
+                'timeframe': timeframe,
+                'meth': 'add'|'remove' as meth,
+                'kwargs': {
+                    'x': float(x),
+                    'y': float(y),
+                    'pointing': pointing,
+                    'color': color,
+                    'aid': str()|None as aid,
+                    'alpha': int(alpha),
+                    'headLen': int()|float()|None as headLen,
+                    'headWidth': int()|float()|None as headWidth,
+                    'tailLen': int()|float()|None as tailLen,
+                    'tailWidth': int()|float()|None as tailWidth,
+                    'pxMode': bool(pxMode),
+                    'time': int()|float()|None as timestamp,
+                },
+                # ?TODO? split based on method fn-sigs?
+                # 'pointing',
+            }:
+                ds: DisplayState = _dss[fqme]
+                try:
+                    chart: ChartPlotWidget = {
+                        60: ds.hist_chart,
+                        1: ds.chart,
+                    }[timeframe]
+                except KeyError:
+                    log.warning(
+                        f'No chart for timeframe={timeframe}s, '
+                        f'skipping arrow annotation'
+                    )
+                    # return -1 to indicate failure
+                    await annot_req_stream.send(-1)
+                    continue
+                cv: ChartView = chart.cv
+                godw = chart.linked.godwidget
+
+                # NEW: if timestamp provided, lookup current index
+                # from shm to ensure alignment with current buffer
+                # state
+                if timestamp is not None:
+                    viz: Viz = chart.get_viz(fqme)
+                    shm = viz.shm
+                    arr = shm.array
+                    # find index where time matches timestamp
+                    matches = arr[arr['time'] == timestamp]
+                    if len(matches) == 0:
+                        log.error(
+                            f'No shm entry for timestamp={timestamp}, '
+                            f'skipping arrow annotation'
+                        )
+                        await annot_req_stream.send(-1)
+                        continue
+                    # use the matched row's index as x
+                    x = float(matches[0]['index'])
+
+                arrows = ArrowEditor(godw=godw)
+                # `.add/.remove()` API
+                if meth != 'add':
+                    # await tractor.pause()
+                    raise ValueError(
+                        f'Invalid arrow-edit request ?\n'
+                        f'{msg!r}\n'
+                    )
+
+                aid: str = str(uuid4())
+                arrow: pg.ArrowItem = arrows.add(
+                    plot=chart.plotItem,
+                    uid=aid,
+                    x=x,
+                    y=y,
+                    pointing=pointing,
+                    color=color,
+                    alpha=alpha,
+                    headLen=headLen,
+                    headWidth=headWidth,
+                    tailLen=tailLen,
+                    tailWidth=tailWidth,
+                    pxMode=pxMode,
+                )
+                # XXX: store absolute coords for repositioning
+                # during viz redraws (eg backfill updates)
+                arrow._abs_x = x
+                arrow._abs_y = y
+
+                annots[aid] = arrow
+                _editors[aid] = arrows
+                aids: set[int] = ctxs[ipc_key][1]
+                aids.add(aid)
+                await annot_req_stream.send(aid)
+
+            case {
+                'cmd': 'TextItem',
+                'fqme': fqme,
+                'timeframe': timeframe,
+                'kwargs': {
+                    'text': str(text),
+                    'x': int()|float() as x,
+                    'y': int()|float() as y,
+                    'color': color,
+                    'anchor': list(anchor),
+                    'font_size': int()|None as font_size,
+                    'time': int()|float()|None as timestamp,
+                },
+            }:
+                ds: DisplayState = _dss[fqme]
+                try:
+                    chart: ChartPlotWidget = {
+                        60: ds.hist_chart,
+                        1: ds.chart,
+                    }[timeframe]
+                except KeyError:
+                    log.warning(
+                        f'No chart for timeframe={timeframe}s, '
+                        f'skipping text annotation'
+                    )
+                    await annot_req_stream.send(-1)
+                    continue
+
+                # NEW: if timestamp provided, lookup current index
+                # from shm to ensure alignment with current buffer
+                # state
+                if timestamp is not None:
+                    viz: Viz = chart.get_viz(fqme)
+                    shm = viz.shm
+                    arr = shm.array
+                    # find index where time matches timestamp
+                    matches = arr[arr['time'] == timestamp]
+                    if len(matches) == 0:
+                        log.error(
+                            f'No shm entry for timestamp={timestamp}, '
+                            f'skipping text annotation'
+                        )
+                        await annot_req_stream.send(-1)
+                        continue
+                    # use the matched row's index as x, +1 for text
+                    # offset
+                    x = float(matches[0]['index']) + 1
+
+                # convert named color to hex
+                color_hex: str = hcolor(color)
+
+                # create text item
+                text_item: pg.TextItem = pg.TextItem(
+                    text=text,
+                    color=color_hex,
+                    anchor=anchor,
+
+                    # ?TODO, pin to github:main for this?
+                    # legacy, can have scaling ish?
+                    # ensureInBounds=True,
+                )
+
+                # apply font size (default to DpiAwareFont if not
+                # provided)
+                if font_size is None:
+                    from ._style import get_fonts
+                    font, font_small = get_fonts()
+                    font_size =  font_small.px_size - 1
+
+                qfont: QFont = text_item.textItem.font()
+                qfont.setPixelSize(font_size)
+                text_item.setFont(qfont)
+
+                text_item.setPos(x, y)
+                chart.plotItem.addItem(text_item)
+
+                # XXX: store absolute coords for repositioning
+                # during viz redraws (eg backfill updates)
+                text_item._abs_x = x
+                text_item._abs_y = y
+
+                aid: str = str(uuid4())
+                annots[aid] = text_item
+                aids: set[int] = ctxs[ipc_key][1]
+                aids.add(aid)
+                await annot_req_stream.send(aid)
+
             case {
                 'cmd': 'remove',
-                'aid': int(aid),
+                'aid': int(aid)|str(aid),
             }:
                 # NOTE: this is normally entered on
                 # a client's annotation de-alloc normally
                 # prior to detach or modify.
                 annot: QGraphicsItem = annots[aid]
-                annot.delete()
+                assert rm_annot(annot)
 
                 # respond to client indicating annot
                 # was indeed deleted.
@@ -175,6 +468,38 @@ async def serve_rc_annots(
                 )
                 viz.reset_graphics()
 
+                # XXX: reposition all annotations to ensure they
+                # stay aligned with viz data after reset (eg during
+                # backfill when abs-index range changes)
+                n_repositioned: int = 0
+                for aid, annot in annots.items():
+                    # arrows and text items use abs x,y coords
+                    if (
+                        hasattr(annot, '_abs_x')
+                        and
+                        hasattr(annot, '_abs_y')
+                    ):
+                        annot.setPos(
+                            annot._abs_x,
+                            annot._abs_y,
+                        )
+                        n_repositioned += 1
+
+                    # rects use method + kwargs
+                    elif (
+                        hasattr(annot, '_meth')
+                        and
+                        hasattr(annot, '_kwargs')
+                    ):
+                        getattr(annot, annot._meth)(**annot._kwargs)
+                        n_repositioned += 1
+
+                if n_repositioned:
+                    log.info(
+                        f'Repositioned {n_repositioned} annotation(s) '
+                        f'after viz redraw'
+                    )
+
             case _:
                 log.error(
                     'Unknown remote annotation cmd:\n'
@@ -188,6 +513,12 @@ async def remote_annotate(
 ) -> None:
 
     global _dss, _ctxs
+    if not _dss:
+        raise RuntimeError(
+            'Race condition on chart-init state ??\n'
+            'Anoter actor is trying to annoate this chart '
+            'before it has fully spawned.\n'
+        )
     assert _dss
 
     _ctxs[ctx.cid] = (ctx, set())
@@ -212,7 +543,7 @@ async def remote_annotate(
             assert _ctx is ctx
             for aid in aids:
                 annot: QGraphicsItem = _annots[aid]
-                annot.delete()
+                assert rm_annot(annot)
 
 
 class AnnotCtl(Struct):
@@ -257,13 +588,18 @@ class AnnotCtl(Struct):
 
         from_acm: bool = False,
 
-    ) -> int:
+        # NEW: optional timestamps for server-side index lookup
+        start_time: float|None = None,
+        end_time: float|None = None,
+
+    ) -> int|None:
         '''
         Add a `SelectRect` annotation to the target view, return
         the instances `id(obj)` from the remote UI actor.
 
         '''
         ipc: MsgStream = self._get_ipc(fqme)
+        with trio.fail_after(3):
             await ipc.send({
                 'fqme': fqme,
                 'cmd': 'SelectRect',
@@ -275,9 +611,15 @@ class AnnotCtl(Struct):
                     'end_pos': tuple(end_pos),
                     'color': color,
                     'update_label': False,
+                    'start_time': start_time,
+                    'end_time': end_time,
                 },
             })
-        aid: int = await ipc.receive()
+            aid: int|dict = await ipc.receive()
+            match aid:
+                case {'error': str(msg)}:
+                    log.error(msg)
+                    return None
             self._ipcs[aid] = ipc
             if not from_acm:
                 self._annot_stack.push_async_callback(
@@ -334,20 +676,130 @@ class AnnotCtl(Struct):
             'timeframe': timeframe,
         })
 
-    # TODO: do we even need this?
+    async def add_arrow(
-    # async def modify(
+        self,
-    #     self,
+        fqme: str,
-    #     aid: int,  # annotation id
+        timeframe: float,
-    #     meth: str,  # far end graphics object method to invoke
+        x: float,
-    #     params: dict[str, Any],  # far end `meth(**kwargs)`
+        y: float,
-    # ) -> bool:
+        pointing: Literal[
-    #     '''
+            'up',
-    #     Modify an existing (remote) annotation's graphics
+            'down',
-    #     paramters, thus changing it's appearance / state in real
+        ],
-    #     time.
+        # TODO: a `Literal['view', 'scene']` for this?
+        # domain: str = 'view',  # or 'scene'
+        color: str = 'dad_blue',
+        alpha: int = 116,
+        headLen: float|None = None,
+        headWidth: float|None = None,
+        tailLen: float|None = None,
+        tailWidth: float|None = None,
+        pxMode: bool = True,
 
-    #     '''
+        from_acm: bool = False,
-    #     raise NotImplementedError
+
+        # NEW: optional timestamp for server-side index lookup
+        time: float|None = None,
+
+    ) -> int|None:
+        '''
+        Add a `SelectRect` annotation to the target view, return
+        the instances `id(obj)` from the remote UI actor.
+
+        '''
+        ipc: MsgStream = self._get_ipc(fqme)
+        with trio.fail_after(3):
+            await ipc.send({
+                'fqme': fqme,
+                'cmd': 'ArrowEditor',
+                'timeframe': timeframe,
+                # 'meth': str(meth),
+                'meth': 'add',
+                'kwargs': {
+                    'x': float(x),
+                    'y': float(y),
+                    'color': color,
+                    'pointing': pointing,  # up|down
+                    'alpha': alpha,
+                    'aid': None,
+                    'headLen': headLen,
+                    'headWidth': headWidth,
+                    'tailLen': tailLen,
+                    'tailWidth': tailWidth,
+                    'pxMode': pxMode,
+                    'time': time,  # for server-side index lookup
+                },
+            })
+            aid: int|dict = await ipc.receive()
+            match aid:
+                case {'error': str(msg)}:
+                    log.error(msg)
+                    return None
+
+            self._ipcs[aid] = ipc
+            if not from_acm:
+                self._annot_stack.push_async_callback(
+                    partial(
+                        self.remove,
+                        aid,
+                    )
+                )
+            return aid
+
+    async def add_text(
+        self,
+        fqme: str,
+        timeframe: float,
+        text: str,
+        x: float,
+        y: float,
+        color: str|tuple = 'dad_blue',
+        anchor: tuple[float, float] = (0, 1),
+        font_size: int|None = None,
+
+        from_acm: bool = False,
+
+        # NEW: optional timestamp for server-side index lookup
+        time: float|None = None,
+
+    ) -> int|None:
+        '''
+        Add a `pg.TextItem` annotation to the target view.
+
+        anchor: (x, y) where (0,0) is upper-left, (1,1) is lower-right
+        font_size: pixel size for font, defaults to `_font.font.pixelSize()`
+
+        '''
+        ipc: MsgStream = self._get_ipc(fqme)
+        with trio.fail_after(3):
+            await ipc.send({
+                'fqme': fqme,
+                'cmd': 'TextItem',
+                'timeframe': timeframe,
+                'kwargs': {
+                    'text': text,
+                    'x': float(x),
+                    'y': float(y),
+                    'color': color,
+                    'anchor': tuple(anchor),
+                    'font_size': font_size,
+                    'time': time,  # for server-side index lookup
+                },
+            })
+            aid: int|dict = await ipc.receive()
+            match aid:
+                case {'error': str(msg)}:
+                    log.error(msg)
+                    return None
+            self._ipcs[aid] = ipc
+            if not from_acm:
+                self._annot_stack.push_async_callback(
+                    partial(
+                        self.remove,
+                        aid,
+                    )
+                )
+            return aid
 
 
 @acm
@@ -374,7 +826,9 @@ async def open_annot_ctl(
         # TODO: print the current discoverable actor UID set
         # here as well?
         if not maybe_portals:
-            raise RuntimeError('No chart UI actors found in service domain?')
+            raise RuntimeError(
+                'No chart actors found in service domain?'
+            )
 
         for portal in maybe_portals:
             ctx_mngrs.append(

piker/ui/_style.py

@@ -107,7 +107,22 @@ class DpiAwareFont:
 
     @property
     def px_size(self) -> int:
-        return self._qfont.pixelSize()
+        size: int = self._qfont.pixelSize()
+
+        # XXX, when no Qt app has been spawned this will always be
+        # invalid..
+        # SO, just return any conf.toml value.
+        if size == -1:
+            if (conf_size := self._font_size) is None:
+                raise ValueError(
+                    f'No valid `{type(_font).__name__}.px_size` set?\n'
+                    f'\n'
+                    f'-> `ui.font_size` is NOT set in `conf.toml`\n'
+                    f'-> no Qt app is active ??\n'
+                )
+            return conf_size
+
+        return size
 
     def configure_to_dpi(self, screen: QtGui.QScreen | None = None):
         '''
@@ -221,6 +236,20 @@ def _config_fonts_to_screen() -> None:
     _font_small.configure_to_dpi()
 
 
+def get_fonts() -> tuple[
+    DpiAwareFont,
+    DpiAwareFont,
+]:
+    '''
+    Get the singleton font pair (of instances) from which all other
+    UI/UX should be "scaled around".
+
+    See `DpiAwareFont` for (internal) deats.
+
+    '''
+    return _font, _font_small
+
+
 # TODO: re-compute font size when main widget switches screens?
 # https://forum.qt.io/topic/54136/how-do-i-get-the-qscreen-my-widget-is-on-qapplication-desktop-screen-returns-a-qwidget-and-qobject_cast-qscreen-returns-null/3
 
@@ -308,6 +337,7 @@ def hcolor(name: str) -> str:
         'cool_green': '#33b864',
         'dull_green': '#74a662',
         'hedge_green': '#518360',
+        'lilypad_green': '#839c84',
 
         # orders and alerts
         'alert_yellow': '#e2d083',
@@ -335,6 +365,7 @@ def hcolor(name: str) -> str:
         'sell_red': '#b6003f',
         # 'sell_red': '#d00048',
         'sell_red_light': '#f85462',
+        'wine': '#69212d',
 
         # 'sell_red': '#f85462',
         # 'sell_red_light': '#ff4d5c',

piker/ui/order_mode.py

@@ -59,8 +59,14 @@ from piker.data import (
 from piker.types import Struct
 from piker.log import get_logger
 from piker.ui.qt import Qt
-from ._editors import LineEditor, ArrowEditor
+from ._editors import (
-from ._lines import order_line, LevelLine
+    LineEditor,
+    ArrowEditor,
+)
+from ._lines import (
+    order_line,
+    LevelLine,
+)
 from ._position import (
     PositionTracker,
     SettingsPane,

pyproject.toml

@@ -75,6 +75,7 @@ dependencies = [
     "trio-typing>=0.10.0",
     "numba>=0.61.0",
     "pyvnc",
+    "multiaddr>=0.1.1",
 ]
 # ------ dependencies ------
 # NOTE, by default we ship only a "headless" deps set bc
@@ -116,7 +117,6 @@ uis = [
 dev = [
   # https://docs.astral.sh/uv/concepts/projects/dependencies/#development-dependencies
   "cython >=3.0.0, <4.0.0",
-
   # nested deps-groups
   # https://docs.astral.sh/uv/concepts/projects/dependencies/#nesting-groups
   {include-group = 'uis'},
@@ -134,6 +134,10 @@ repl = [
     "prompt-toolkit ==3.0.40",
     "pyperclip>=1.9.0",
 
+  # for @claude's `snippets/claude_debug_helper.py` it uses to do
+  # "offline" debug/crash REPL-in alongside a dev.
+  "pexpect>=4.9.0",
+
   # ?TODO, new stuff to consider..
   # "visidata"  # console numerics
   # "xxh"  # for remote `xonsh`-ing
@@ -191,10 +195,15 @@ pyqtgraph = { git = "https://github.com/pikers/pyqtgraph.git" }
 tomlkit = { git = "https://github.com/pikers/tomlkit.git", branch ="piker_pin" }
 pyvnc = { git = "https://github.com/regulad/pyvnc.git" }
 
+# to get fancy next-cmd/suggestion feats prior to 0.22.2 B)
+# https://github.com/xonsh/xonsh/pull/6037
+# https://github.com/xonsh/xonsh/pull/6048
+xonsh = { git = 'https://github.com/xonsh/xonsh.git', branch = 'main' }
+
 # XXX since, we're like, always hacking new shite all-the-time. Bp
-tractor = { git = "https://github.com/goodboy/tractor.git", branch ="piker_pin" }
+# tractor = { git = "https://github.com/goodboy/tractor.git", branch ="piker_pin" }
 # tractor = { git = "https://pikers.dev/goodboy/tractor", branch = "piker_pin" }
 # tractor = { git = "https://pikers.dev/goodboy/tractor", branch = "main" }
 # ------ goodboy ------
 # hackin dev-envs, usually there's something new he's hackin in..
-# tractor = { path = "../tractor", editable = true }
+tractor = { path = "../tractor", editable = true }

snippets/claude_debug_helper.py

@@ -0,0 +1,256 @@
+#!/usr/bin/env python
+'''
+Programmatic debugging helper for `pdbp` REPL human-like
+interaction but built to allow `claude` to interact with 
+crashes and `tractor.pause()` breakpoints along side a human dev.
+
+Originally written by `clauded` during a backfiller inspection
+session with @goodboy trying to resolve duplicate/gappy ohlcv ts
+issues discovered while testing the new `nativedb` tsdb.
+
+Allows `claude` to run `pdb` commands and capture output in an "offline"
+manner but generating similar output as if it was iteracting with
+the debug REPL.
+
+The use of `pexpect` is heavily based on tractor's REPL UX test
+suite(s), namely various `tests/devx/test_debugger.py` patterns.
+
+'''
+import sys
+import os
+import time
+
+import pexpect
+from pexpect.exceptions import (
+    TIMEOUT,
+    EOF,
+)
+
+
+PROMPT: str = r'\(Pdb\+\)'
+
+
+def expect(
+    child: pexpect.spawn,
+    patt: str,
+    **kwargs,
+) -> None:
+    '''
+    Expect wrapper that prints last console data before failing.
+
+    '''
+    try:
+        child.expect(
+            patt,
+            **kwargs,
+        )
+    except TIMEOUT:
+        before: str = (
+            str(child.before.decode())
+            if isinstance(child.before, bytes)
+            else str(child.before)
+        )
+        print(
+            f'TIMEOUT waiting for pattern: {patt}\n'
+            f'Last seen output:\n{before}'
+        )
+        raise
+
+
+def run_pdb_commands(
+    commands: list[str],
+    initial_cmd: str = 'piker store ldshm xmrusdt.usdtm.perp.binance',
+    timeout: int = 30,
+    print_output: bool = True,
+) -> dict[str, str]:
+    '''
+    Spawn piker process, wait for pdb prompt, execute commands.
+
+    Returns dict mapping command -> output.
+
+    '''
+    results: dict[str, str] = {}
+
+    # Disable colored output for easier parsing
+    os.environ['PYTHON_COLORS'] = '0'
+
+    # Spawn the process
+    if print_output:
+        print(f'Spawning: {initial_cmd}')
+
+    child: pexpect.spawn = pexpect.spawn(
+        initial_cmd,
+        timeout=timeout,
+        encoding='utf-8',
+        echo=False,
+    )
+
+    # Wait for pdb prompt
+    try:
+        expect(child, PROMPT, timeout=timeout)
+        if print_output:
+            print('Reached pdb prompt!')
+
+        # Execute each command
+        for cmd in commands:
+            if print_output:
+                print(f'\n>>> {cmd}')
+
+            child.sendline(cmd)
+            time.sleep(0.1)
+
+            # Wait for next prompt
+            expect(child, PROMPT, timeout=timeout)
+
+            # Capture output (everything before the prompt)
+            output: str = (
+                str(child.before.decode())
+                if isinstance(child.before, bytes)
+                else str(child.before)
+            )
+            results[cmd] = output
+
+            if print_output:
+                print(output)
+
+        # Quit debugger gracefully
+        child.sendline('quit')
+        try:
+            child.expect(EOF, timeout=5)
+        except (TIMEOUT, EOF):
+            pass
+
+    except TIMEOUT as e:
+        print(f'Timeout: {e}')
+        if child.before:
+            before: str = (
+                str(child.before.decode())
+                if isinstance(child.before, bytes)
+                else str(child.before)
+            )
+            print(f'Buffer:\n{before}')
+        results['_error'] = str(e)
+
+    finally:
+        if child.isalive():
+            child.close(force=True)
+
+    return results
+
+
+class InteractivePdbSession:
+    '''
+    Interactive pdb session manager for incremental debugging.
+
+    '''
+    def __init__(
+        self,
+        cmd: str = 'piker store ldshm xmrusdt.usdtm.perp.binance',
+        timeout: int = 30,
+    ):
+        self.cmd: str = cmd
+        self.timeout: int = timeout
+        self.child: pexpect.spawn|None = None
+        self.history: list[tuple[str, str]] = []
+
+    def start(self) -> None:
+        '''
+        Start the piker process and wait for first prompt.
+
+        '''
+        os.environ['PYTHON_COLORS'] = '0'
+
+        print(f'Starting: {self.cmd}')
+        self.child = pexpect.spawn(
+            self.cmd,
+            timeout=self.timeout,
+            encoding='utf-8',
+            echo=False,
+        )
+
+        # Wait for initial prompt
+        expect(self.child, PROMPT, timeout=self.timeout)
+        print('Ready at pdb prompt!')
+
+    def run(
+        self,
+        cmd: str,
+        print_output: bool = True,
+    ) -> str:
+        '''
+        Execute a single pdb command and return output.
+
+        '''
+        if not self.child or not self.child.isalive():
+            raise RuntimeError('Session not started or dead')
+
+        if print_output:
+            print(f'\n>>> {cmd}')
+
+        self.child.sendline(cmd)
+        time.sleep(0.1)
+
+        # Wait for next prompt
+        expect(self.child, PROMPT, timeout=self.timeout)
+
+        output: str = (
+            str(self.child.before.decode())
+            if isinstance(self.child.before, bytes)
+            else str(self.child.before)
+        )
+        self.history.append((cmd, output))
+
+        if print_output:
+            print(output)
+
+        return output
+
+    def quit(self) -> None:
+        '''
+        Exit the debugger and cleanup.
+
+        '''
+        if self.child and self.child.isalive():
+            self.child.sendline('quit')
+            try:
+                self.child.expect(EOF, timeout=5)
+            except (TIMEOUT, EOF):
+                pass
+            self.child.close(force=True)
+
+    def __enter__(self):
+        self.start()
+        return self
+
+    def __exit__(self, *args):
+        self.quit()
+
+
+if __name__ == '__main__':
+    # Example inspection commands
+    inspect_cmds: list[str] = [
+        'locals().keys()',
+        'type(deduped)',
+        'deduped.shape',
+        (
+            'step_gaps.shape '
+            'if "step_gaps" in locals() '
+            'else "N/A"'
+        ),
+        (
+            'venue_gaps.shape '
+            'if "venue_gaps" in locals() '
+            'else "N/A"'
+        ),
+    ]
+
+    # Allow commands from CLI args
+    if len(sys.argv) > 1:
+        inspect_cmds = sys.argv[1:]
+
+    # Interactive session example
+    with InteractivePdbSession() as session:
+        for cmd in inspect_cmds:
+            session.run(cmd)
+
+    print('\n=== Session Complete ===')

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