Commit Graph

1616 Commits (12250a7bb1a96e441699f2900ffb9a1f74411d45)

Author SHA1 Message Date
Tyler Goodlet e65f3f84b9 Drop `Symbol.front_fqsn()` usage from chart, fsp and clearing stuff 2023-05-09 14:49:25 -04:00
Tyler Goodlet acc5af1fdb Drop `Symbol.front_feed()` usage from order mode 2023-05-09 14:49:25 -04:00
Tyler Goodlet 9f03484c4d Move all fqsn parsing and `Symbol` to new `accounting._mktinfo 2023-05-09 14:49:25 -04:00
Tyler Goodlet beb6544bad Start a new `.accounting` subpkg, move `.pp` contents there 2023-05-09 14:49:25 -04:00
Tyler Goodlet 0d9acb1cb0 numpy: drop `numpy.float` in py311 2023-05-04 12:01:59 -04:00
Tyler Goodlet 889e920796 Short-circuit rendering on no 1d-data; avoid m4 layer crash 2023-03-13 12:18:54 -04:00
Tyler Goodlet 1aab9f1f81 Actually yes, we need to handle empty in-view range.. 2023-03-10 18:20:22 -05:00
Tyler Goodlet 5c697de58e Presume never handling not-in-view case for minor curves 2023-03-10 18:20:22 -05:00
Tyler Goodlet 3066b1541e Handle (shorter supported) minor-curve not-in-view
Solve this by always scaling the y-range for the major/target curve
*before* the final overlay scaling loop; this implicitly always solve
the case where the major series is the only one in view.

Tidy up debug print formatting and add some loop-end demarcation comment
lines.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 32339cb41a Always show a minimum bars during startup
This is particularly more "good looking" when we boot with a pair that
doesn't have historical 1s OHLC and thus the fast chart is empty from
outset. In this case it's a lot nicer to be already zoomed to
a comfortable preset number of "datums in view" even when the history
isn't yet filled in.

Adjusts the chart display `Viz.default_view()` startup to explicitly
ensure this happens via the `do_min_bars=True` flag B)
2023-03-10 18:20:22 -05:00
Tyler Goodlet 8a87e5f390 Remove leftover debug print in cache reset meth 2023-03-10 18:20:22 -05:00
Tyler Goodlet 5958acebe1 Add (commented) draft 1min OHLC time index logging
For the purposes of eventually trying to resolve last-step indexing
synchronization (an intermittent but still existing) issue(s) that can
happen due to races during history frame query and shm writing during
startup. In fact, here we drop all `hist_viz` info queries from the main
display loop for now anticipating that this code will either be removed
or improved later.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 8d1c713a5a Always pass step to `slice_from_time()` in view mode
Again, as per the signature change, never expect implicit time step
calcs from overlay processing/machinery code. Also, extend the debug
printing (yet again) to include better details around
"rescale-due-to-minor-range-out-of-view" cases and a detailed msg for
the transform/scaling calculation (inputs/outputs), particularly for the
cases when one of the curves has a lesser support.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 32926747c6 Always pass `step` to `slice_from_time()` in the `Viz`
As per the change to `slice_from_time()` this ensures this `Viz` always
passes its self-calculated time indexing step size to the time slicing
routine(s).

Further this contains a slight impl tweak to `.scalars_from_index()` to
slice the actual view range from `xref` to `Viz.ViewState.xrange[1]` and
then reading the corresponding `yref` from the first entry in that
array; this should be no slower in theory and makes way for further
caching of x-read-range to `ViewState` opportunities later.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 51f3733487 Handle "target-is-shorter-then-pinned" case
When the target pinning curve (by default, the dispersion major) is
shorter then the pinned curve, we need to make sure we find still find
the x-intersect for computing returns scalars! Use `Viz.i_from_t()` to
accomplish this as well and, augment that method with a `return_y: bool`
to allow the caller to also retrieve the equivalent y-value at the
requested input time `t: float` for convenience.

Also tweak a few more internals around the 'loglin_ref_to_curve'
method:
- only solve / adjust for the above case when the major's xref is
  detected as being "earlier" in time the current minor's.
- pop the major viz entry from the overlay table ahead of time to avoid
  a needless iteration and simplify the transform calc phase loop to
  avoid handling that needless cycle B)
- add much better "organized" debug printing with more clear headers
  around which "phase"/loop the message pertains and well as more
  explicit details in terms of x and y-range values on each cycle of
  each loop.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 4bb580ae60 Don't `@lru_cache` on `Viz.i_from_t()`, since view state.. 2023-03-10 18:20:22 -05:00
Tyler Goodlet 05aee4a311 Tweak debug printing to display y-mxmn per viz 2023-03-10 18:20:22 -05:00
Tyler Goodlet fc98d66ffc Fix curve up-sampling on `'r'` hotkey
Previously when very zoomed out and using the `'r'` hotkey the
interaction handler loop wouldn't trigger a re-(up)sampling to get
a more detailed curve graphic and instead the previous downsampled
(under-detailed) graphic would show. Fix that by ensuring we yield back
to the Qt event loop and do at least a couple render cycles with paired
`.interact_graphics_cycle()` calls.

Further this flips the `.start/signal_ic()` methods to use the new
`.reset_graphics_caches()` ctr-mngr method.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 57d56c4791 Facepalm: set `Viz.ViewState.yrange` even on cache hits.. 2023-03-10 18:20:22 -05:00
Tyler Goodlet 7e6e04b7e2 Drop remaining usage of `ChartPlotWidget.default_view()`
Instead delegate directly to `Viz.default_view()` throughout charting
startup and interaction handlers.

Also add a `ChartPlotWidget.reset_graphics_caches()` context mngr which
resets all managed graphics object's cacheing modes on enter and
restores them on exit for simplified use in interaction handling code.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 12bee716c2 Add `do_min_bars: bool` flag to `Viz.default_view()` 2023-03-10 18:20:22 -05:00
Tyler Goodlet 6690bd4576 Drop remaining non-usage of `ChartPlotWidget.maxmin()` 2023-03-10 18:20:22 -05:00
Tyler Goodlet 9c8bd9b8ce Expand mxmn view y-margins back to 0.06 2023-03-10 18:20:22 -05:00
Tyler Goodlet eea850450a Handle yrange not set on view vase for vlm fsp plot 2023-03-10 18:20:22 -05:00
Tyler Goodlet f7dfe57090 Disable coordinate caching during interaction
This finally seems to mitigate all the "smearing" and "jitter" artifacts
when using Qt's "coordinate cache" graphics-mode:

- whenever we're in a mouse interaction (as per calls to
  `ChartView.start/signal_ic()`) we simply disable the caching mode (set
  `.NoCache` until the interaction is complete.
- only do this (for now) during a pan since it doesn't seem to be an
  issue when zooming?
- ensure disabling all `Viz.graphics` and `.ds_graphics` to be agnostic
  to any case where there's both a zoom and a pan simultaneously (not
  that it's easy to do manually XD) as well as solving the problem
  whenever an OHLC series is in traced-and-downsampled mode (during low
  zoom).

Impl deatz:
- rename `ChartView._ic` -> `._in_interact: trio.Event`
- add `.ChartView._interact_stack: ExitStack` which  we use to open.
  and close the `FlowGraphics.reset_cache()` mngrs from mouse handlers.
- drop all the commented per-subtype overrides for `.cache_mode: int`.
- write up much better doc strings for `FlattenedOHLC` and `StepCurve`
  including some very basic ASCII-art diagrams.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 9b960594aa Add per-chart `Viz`/overlay graphics iterator method 2023-03-10 18:20:22 -05:00
Tyler Goodlet 75642929e3 Move cache-reset ctx mngr to parent type: `FlowGraphics.reset_cache()` 2023-03-10 18:20:22 -05:00
Tyler Goodlet eda283f059 Fix focal min calc after switching to `Viz.datums_range()`.. 2023-03-10 18:20:22 -05:00
Tyler Goodlet 77401a94fb Simplify `FlowGraphics.x_last()` logics 2023-03-10 18:20:22 -05:00
Tyler Goodlet 75807f4a96 Rename overlay technique var to `method` 2023-03-10 18:20:22 -05:00
Tyler Goodlet 94f0ef13ef Repair x-label datetime labels when in array-index mode 2023-03-10 18:20:22 -05:00
Tyler Goodlet 7579863068 Skip overlay handling when `N < 2` are detected 2023-03-10 18:20:22 -05:00
Tyler Goodlet 993bb47138 Drop passing overlay method from viewbox to view-mode handler 2023-03-10 18:20:22 -05:00
Tyler Goodlet 8c392fda60 Drop a bunch of commented/uneeded cruft 2023-03-10 18:20:22 -05:00
Tyler Goodlet 45e97dd4c8 Solve a final minor-should-rescale edge case
When the minor has the same scaling as the major in a given direction we
should still do back-scaling against the major-target and previous
minors to avoid strange edge cases where only the target-major might not
be shifted correctly to show an matched intersect point? More or less
this just meant making the y-mxmn checks interval-inclusive with
`>=`/`<=` operators.

Also adds a shite ton of detailed comments throughout the pin-to-target
method blocks and moves the final major y-range call outside the final
`scaled: dict` loop.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 01ea706644 Better doc string, use `Viz.vs: ViewState` 2023-03-10 18:20:22 -05:00
Tyler Goodlet c1ea8552ac Back-rescale previous (minor) curves from latest
For the "pin to target major/target curve" overlay method, this finally
solves the longstanding issue of ensuring that any new minor curve,
which requires and increase in the major/target curve y-range, also
re-scales all previously scaled minor curves retroactively. Thus we now
guarantee that all minor curves are correctly "pinned" to their
target/major on their earliest available datum **and** are all kept in
view.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 6601dea8cc Support "pin-to-target-curve" overlay method again
Yah yah, i know it's the same as before (the N > 2 curves case with
out-of-range-minor rescaling the previously scaled curves isn't fixed
yet...) but, this is a much better and optional implementation in less
code. Further we're now better leveraging various new cached properties
and methods on `Viz`.

We now handle different `overlay_technique: str` options using `match:`
syntax in the 2ndary scaling loop, stash the returns scalars per curve
in `overlay_table`, and store and iterate the curves by dispersion
measure sort order.

Further wrt "pin-to-target-curve" mode, which currently still pins to
the largest measured dispersion curve in the overlay set:

- pop major Ci overlay table entries at start for sub-calcs usage when
  handling the "minor requires major rescale after pin" case.
- (finally) correctly rescale the major curve y-mxmn to whatever the
  latest minor overlay curve by calcing the inverse transform from the
  minor *at that point*:
  - the intersect point being that which the minor has starts support on
    the major's x-domain* using the new `Viz.scalars_from_index()` and,
  - checking that the minor is not out of range (versus what the major's
    transform calcs it to be, in which case,
  - calc the inverse transform from the current out-of-range minor and
    use it to project the new y-mxmn for the major/target based on the
    same intersect-reference point in the x-domain used by the minor.
  - always handle the target-major Ci specially by only setting the
    `mx_ymn` / `mx_ymn` value when iterating that entry in the overlay
    table.
  - add todos around also doing the last sub-sub bullet for all previously
    major-transform scaled minor overlays (this is coming next..i hope).
- add a final 3rd overlay loop which goes through a final `scaled: dict`
  to apply all range values to each view; this is where we will
  eventually solve that last edge case of an out-of-range minor's
  scaling needing to be used to rescale already scaled minors XD
2023-03-10 18:20:22 -05:00
Tyler Goodlet 4d11c5c89c Add cached dispersion methods to `Viz`
In an effort to make overlay calcs cleaner and leverage caching of view
range -> dispersion measures, this adds the following new methods:

- `._dispersion()` an lru cached returns scalar calculator given input
  y-range and y-ref values.
- `.disp_from_range()` which calls the above method and returns variable
  output depending on requested calc `method: str`.
- `.i_from_t()` a currently unused cached method for slicing the
  in-view's array index from time stamp (though not working yet due to
  needing to parameterize the cache by the input `.vs.xrange`).

Further refinements/adjustments:
- rename `.view_state: ViewState` -> `.vs`.
- drop the `.bars_range()` method as it's no longer used anywhere else
  in the code base.
- always set the `ViewState.in_view: np.ndarray` inside `.read()`.
- return the start array index (from slice) and `yref` value @ `xref`
  from `.scalars_from_index()` to aid with "pin to curve" rescaling
  caused by out-of-range pinned-minor curves.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 8fd5c67f2a Drop last lingering usage of `Viz.bars_range()` 2023-03-10 18:20:22 -05:00
Tyler Goodlet 62e0889bf5 Add `Viz.view_state: ViewState`
Adds a small struct which is used to track the most recently viewed
data's x/y ranges as well as the last `Viz.read()` "in view" array data
for fast access by chart related graphics processing code, namely view
mode overlay handling.

Also adds new `Viz` interfaces:
- `Viz.ds_yrange: tuple[float, float]' which replaces the previous
  `.yrange` (now set by `.datums_range()` on manual y-range calcs) so
  that the m4 downsampler can set this field specifically and then it
  get used (when available) by `Viz.maxmin()`.
- `Viz.scalars_from_index()` a new returns-scalar generator which can be
  used to calc the up and down returns values (used for scaling overlay
  y-ranges) from an input `xref` x-domain index which maps to some
  `Ci(xref) = yref`.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 26690b061b Make slow chart a teensie bit smaller 2023-03-10 18:20:22 -05:00
Tyler Goodlet 98b7d78476 Drop (now) unused major curve mx/mn variables 2023-03-10 18:20:22 -05:00
Tyler Goodlet 35c40e825a Move overlay transform logic to new `.ui.view_mode`
It was getting waayy to long to be jammed in a method XD

This moves all the chart-viz iteration and transform logic into a new
`piker.ui.view_mode.overlay_viewlists()` core routine which will make it
a lot nicer for,

- AOT compilation via `numba` / `cython` / `mypyc`.
- decoupling from the `pyqtgraph.ViewBox` APIs if we ever decide to get
  crazy and go without another graphics engine.
- keeping your head clear when trying to rework the code B)
2023-03-10 18:20:22 -05:00
Tyler Goodlet 753e991dae Adjust `.ui` modules to new set-style "optional" annots 2023-03-10 18:20:22 -05:00
Tyler Goodlet 54ecb0990f Remove vlm chart again, drop lotsa fsp cruft 2023-03-10 18:20:22 -05:00
Tyler Goodlet 5f470d6122 Rework overlay pin technique: "align to first"
As part of solving a final bullet-issue in #455, which is specifically
a case:
- with N > 2 curves, one of which is the "major" dispersion curve" and
  the others are "minors",
- we can run into a scenario where some minor curve which gets pinned to
  the major (due to the original "pinning technique" -> "align to
  major") at some `P(t)` which is *not* the major's minimum / maximum
  due to the minor having a smaller/shorter support and thus,
- requires that in order to show then max/min on the minor curve we have
  to expand the range of the major curve as well but,
- that also means any previously scaled (to the major) minor curves need
  to be adjusted as well or they'll not be pinned to the major the same
  way!

I originally was trying to avoid doing the recursive iteration back
through all previously scaled minor curves and instead decided to try
implementing the "per side" curve dispersion detection (as was
originally attempted when first starting this work). The idea is to
decide which curve's up or down "swing in % returns" would determine the
global y-range *on that side*. Turns out I stumbled on the "align to
first" technique in the process: "for each overlay curve we align its
earliest sample (in time) to the same level of the earliest such sample
for whatever is deemed the major (directionally disperse) curve in
view".

I decided (with help) that this "pin to first" approach/style is equally
as useful and maybe often more so when wanting to view support-disjoint
time series:

- instead of compressing the y-range on "longer series which have lesser
  sigma" to make whatever "shorter but larger-sigma series" pin to it at
  an intersect time step, this instead will expand the price ranges
  based on the earliest time step in each series.
- the output global-returns-overlay-range for any N-set of series is equal to
  the same in the previous "pin to intersect time" technique.
- the only time this technique seems less useful is for overlaying
  market feeds which have the same destination asset but different
  source assets (eg. btceur and btcusd on the same chart since if one
  of the series is shorter it will always be aligned to the earliest
  datum on the longer instead of more naturally to the intersect sample
  level as was in the previous approach).

As such I'm going to keep this technique as discovered and will later
add back optional support for the "align to intersect" approach from
previous (which will again require detecting the highest dispersion
curve direction-agnostic) and pin all minors to the price level at which
they start on the major.

Further details of the implementation rework in
`.interact_graphics_cycle()` include:

- add `intersect_from_longer()` to detect and deliver a common datum
  from 2 series which are different in length: the first time-index
  sample in the longer.
- Rewrite the drafted `OverlayT` to only compute (inversed log-returns)
  transforms for a single direction and use 2 instances, one for each
  direction inside the `Viz`-overlay iteration loop.
- do all dispersion-per-side major curve detection in the first pass of
  all `Viz`s on a plot, instead updating the `OverlayT` instances for
  each side and compensating for any length mismatch and
  rescale-to-minor cases in each loop cycle.
2023-03-10 18:20:22 -05:00
Tyler Goodlet d5ba26cfaf Try to hide all axes even when removed 2023-03-10 18:20:22 -05:00
Tyler Goodlet cb5e2d48e2 Add hack-zone UI REPL access via `ctl-u` 2023-03-10 18:20:22 -05:00
Tyler Goodlet a6d1053c50 Facepalm, align overlay plot view exactly to parent
Previously we were aligning the child's `PlotItem` to the "root" (top
most) overlays `ViewBox`..smh. This is why there was a weird gap on the
LHS next to the 'left' price axes: something weird in the implied axes
offsets was getting jammed in that rect.

Also comments out "the-skipping-of" moving axes from the overlay's
`PlotItem.layout` to the root's linear layout(s) when an overlay's axis
is read as not visible; this isn't really necessary nor useful and if we
want to remove the axes entirely we should do it explicitly and/or
provide a way through the `ComposeGridLayout` API.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 3dc1f66ff6 Go back to caching on all curves
Despite there being artifacts when interacting, the speedups when
cross-hair-ing are just too good to ignore. We can always play with
disabling caches when interaction takes place much like we do with feed
pausing.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 091afccb72 Dynamically adjust y-range margin in display loop
When zoomed in alot, and thus a quote driven y-range resize takes place,
it makes more sense to increase the `range_margin: float` input to
`._set_yrange()` to ensure all L1 labels stay in view; generally the
more zoomed in,
- the smaller the y-range is and thus the larger the needed margin (on
  that range's dispersion diff) would be,
- it's more likely to get a last datum move outside the previous range.

Also, always do overlayT style scaling on the slow chart whenever it
treads.
2023-03-10 18:20:22 -05:00
Tyler Goodlet cda3bcc1f6 Expose `._set_yrange()` kwargs via `yrange_kwargs: dict`
Since it can be desirable to dynamically adjust inputs to the y-ranging
method (such as in the display loop when a chart is very zoomed in), this
adds such support through a new `yrange_kwargs: dict[Viz, dict]` which
replaces the `yrange` tuple we were passing through prior. Also, adjusts
the y-range margin back to the original 0.09 of the diff now that we can
support dynamic control.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 2d7359851f Go back to no-cache on OHLC downsample line 2023-03-10 18:20:22 -05:00
Tyler Goodlet db1e0a04f8 Only use last `ChartView._yrange` if set 2023-03-10 18:20:22 -05:00
Tyler Goodlet 972b723a5d Skip overlay transform calcs on common-pi curves
If there is a common `PlotItem` used for a set of `Viz`/curves (on
a given view) we don't need to do overlay scaling and thus can also
short circuit the viz iteration loop early.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 74c215d5b2 Lel, always meant to no-cache the step curve.. 2023-03-10 18:20:22 -05:00
Tyler Goodlet c646b435bf Incrementally set vlm chart yrange per quote 2023-03-10 18:20:22 -05:00
Tyler Goodlet 0a939311fe Only set the specific view's yrange per quote
Somewhat of a facepalm but, for incremental update of the auto-yrange
from quotes in the display loop obviously we only want to update the
associated `Viz`/viewbox for *that* fqsn. Further we don't need to worry
about the whole "tick margin" stuff since `._set_yrange()` already adds
margin to the yrange by default; thus we remove all of that.
2023-03-10 18:20:22 -05:00
Tyler Goodlet a7db6adc2e Always set the `ChartView._viz` for each plot 2023-03-10 18:20:22 -05:00
Tyler Goodlet c57567ab0d No-overlays, y-ranging optimizations
When the caller passes `do_overlay_scaling=False` we skip the given
chart's `Viz` iteration loop, and set the yrange immediately, then
continue to the next chart (if `do_linked_charts` is set) instead of
a `continue` short circuit within the viz sub-loop.

Deats:
- add a `_maybe_calc_yrange()` helper which makes the `yranges`
  provided-or-not case logic more terse (factored).
- add a `do_linked_charts=False` short circuit.
- drop the legacy commented swing % calcs stuff.
- use the `ChartView._viz` when `do_overlay_scaling=False` thus
  presuming that we want to handle the viz mapped to *this* view box.
- add a `._yrange` "last set yrange" tracking var which keeps record of
  the last ymn/ymx value set in `._set_yrange()` BEFORE doing range
  margins; this will be used for incremental update in the display loop.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 3daee0caa9 Disable overlay scaling on per-symbol-feed updates
Since each symbol's feed is multiplexed by quote key (an fqsn), we can
avoid scaling overlay curves on any single update, presuming each quote
driven cycle will trigger **only** the specific symbol's curve.

Also disables fsp `.interact_graphics_cycle()` calls for now since it
seems they aren't really that critical to and we should be using the
same technique as above (doing incremental y-range checks/updates) for
FSPs as well.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 6ea64a7d2e Iterate all charts (widgets) when only one overlay
The reason (fsp) subcharts were not linked-updating correctly was
because of the early termination of the interact update loop when only
one "overlay" (aka no other overlays then the main curve) is detected.
Obviously in this case we still need to iterate all linked charts in the
set (presuming the user doesn't disable this).

Also tweaks a few internals:
- rename `start_datums: dict` -> `overlay_table`.
- compact all "single curve" checks to one logic block.
- don't collect curve info into the `overlay_table: dict` when
  `do_overlay_scaling=True`.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 25cf8df367 Pass windowed y-mxmn to `.interact_graphics_cycle()` calls in display loop 2023-03-10 18:20:22 -05:00
Tyler Goodlet 91d41ebf76 Allow y-range input via a `yranges: dict[Viz, tuple[float, float]]` 2023-03-10 18:20:22 -05:00
Tyler Goodlet c690e141e1 Don't unset `Viz.render` for unit vlm
Such that we still y-range auto-sort inside
`ChartView.interact_graphics_cycle()` still runs on the unit vlm axis
and we always size such that the y-label stays in view.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 2ed43c0758 Fix profiler f-string 2023-03-10 18:20:22 -05:00
Tyler Goodlet 7a83a7288c Update profile msgs to new apis 2023-03-10 18:20:22 -05:00
Tyler Goodlet 9930f25ad3 Move axis hiding into `.overlay_plotitem()`
Since we pretty much always want the 'bottom' and any side that is not
declared by the caller move the axis hides into this method. Lets us
drop the same calls in `.ui._fsp` and `._display`.

This also disables the auto-ranging back-linking for now since it
doesn't seem to be working quite yet?
2023-03-10 18:20:22 -05:00
Tyler Goodlet 246d07021e Drop old loop and wait on fsp engine tasks startups 2023-03-10 18:20:22 -05:00
Tyler Goodlet 7ebcd6d734 Comment out all median usage, turns out it's uneeded.. 2023-03-10 18:20:22 -05:00
Tyler Goodlet 5a8fd42c0c Lul, actually scaled main chart from linked set
This was a subtle logic error when building the `plots: dict` we weren't
adding the "main (ohlc or other source) chart" from the `LinkedSplits`
set when interacting with some sub-chart from `.subplots`..

Further this tries out bypassing `numpy.median()` altogether by just
using `median = (ymx - ymn) / 2` which should be nearly the same?
2023-03-10 18:20:22 -05:00
Tyler Goodlet 517c68f3ad Use `._pathops.slice_from_time()` for overlay intersects
It's way faster since it uses a uniform time arithmetic to narrow the
`numpy.searchsorted()` range before actually doing the index search B)
2023-03-10 18:20:22 -05:00
Tyler Goodlet ea84505682 Don't scale overlays on linked from display loop
In the (incrementally updated) display loop we have range logic that is
incrementally updated in real-time by streams, as such we don't really
need to update all linked chart's (for any given, currently updated
chart) y-ranges on calls of each separate (sub-)chart's
`ChartView.interact_graphics_cycle()`. In practise there are plenty of
cases where resizing in one chart (say the vlm fsps sub-plot) requires
a y-range re-calc but not in the OHLC price chart. Therefore
we always avoid doing more resizing then necessary despite it resulting
in potentially more method call overhead (which will later be justified
by better leveraging incrementally updated `Viz.maxmin()` and
`media_from_range()` calcs).
2023-03-10 18:20:22 -05:00
Tyler Goodlet 5eaca18ee0 Don't skip overlay scaling in disp-loop for now 2023-03-10 18:20:22 -05:00
Tyler Goodlet e06d4b405d Add linked charts guard-flag for use in display loop 2023-03-10 18:20:22 -05:00
Tyler Goodlet cf67c790e5 Use new cached median method in overlay scaling
Massively speeds up scaling transform cycles (duh).

Also includes a draft for an "overlay transform" type/api; obviously
still a WIP 🏄..
2023-03-10 18:20:22 -05:00
Tyler Goodlet ec8679ad74 Add `Viz.median_from_range()`
A super snappy `numpy.median()` calculator (per input range) which we
slap an `lru_cache` on thanks to handy dunder method hacks for such
things on mutable types XD
2023-03-10 18:20:22 -05:00
Tyler Goodlet 9418f53244 Speed up ranging in display loop
use the new `do_overlay_scaling: bool` since we know each feed will have
its own updates (cuz multiplexed by feed..) and we can avoid
ranging/scaling overlays that will make their own calls.

Also, pass in the last datum "brighter" color for ohlc curves as it was
originally (and now that we can pass that styling bit through).
2023-03-10 18:20:22 -05:00
Tyler Goodlet 497174c687 Add full profiling to `.interact_graphics_cycle()` 2023-03-10 18:20:22 -05:00
Tyler Goodlet 481f1b3d7e Fix intersect detection using time indexing
Facepalm, obviously absolute array indexes are not going to necessarily
align vs. time over multiple feeds/history. Instead use
`np.searchsorted()` on whatever curve has the smallest support and find
the appropriate index of intersection in time so that alignment always
starts at a sensible reference.

Also adds a `debug_print: bool` input arg which can enable all the
prints when working on this.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 776ffd2b1c Factor curve-dispersion sorting into primary loop
We can determine the major curve (in view) in the first pass of all
`Viz`s so drop the 2nd loop and thus the `mxmn_groups: dict`. Also
simplifies logic for the case of only one (the major) curve in view.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 896259d9e4 When only one curve is in view, skip group ranging 2023-03-10 18:20:22 -05:00
Tyler Goodlet 89e2e7fc54 Adjust `.update_graphics()` to expect `in_view: bool` in `_fsp.py` 2023-03-10 18:20:22 -05:00
Tyler Goodlet 32f21dc06b Drop `update_graphics_from_flow()` 2023-03-10 18:20:22 -05:00
Tyler Goodlet a0fb84f55b Just warn log on bad intersect indexing errors (for now) 2023-03-10 18:20:22 -05:00
Tyler Goodlet fc6ccc306c Only set the major curve's range once (per render cycle)
Turns out this is a limitation of the `ViewBox.setYRange()` api: you
can't call it more then once and expect anything but the first call to
be applied without letting a render cycle run. As such, we wait until
the end of the log-linear scaling loop to finally apply the major curves
y-mx/mn after all minor curves have been evaluated.

This also drops all the debug prints (for now) to get a feel for latency
in production mode.
2023-03-10 18:20:22 -05:00
Tyler Goodlet c2dd255e8a Only remove axis from scene when in one 2023-03-10 18:20:22 -05:00
Tyler Goodlet 7e421ba57b Drop `.group_maxmin()`
We ended up doing groups maxmin sorting at the interaction layer (new
the view box) and thus this method is no longer needed, though it was
the reference for the code now in `ChartView.interact_graphics_cycle()`.

Further this adds a `remove_axes: bool` arg to `.insert_plotitem()`
which can be used to drop axis entries from the inserted pi (though it
doesn't seem like we really ever need that?) and does the removal in
a separate loop to avoid removing axes before they are registered in
`ComposedGridLayout._pi2axes`.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 0591cb09f6 Clean up cross-curve intersect point indexing
When there are `N`-curves we need to consider the smallest
x-data-support subset when figuring out for each major-minor pair such
that the "shorter" series is always returns aligned to the longer one.

This makes the var naming more explicit with `major/minor_i_start` as
well as clarifies more stringently a bunch of other variables and
explicitly uses the `minor_y_intersect` y value in the scaling transform
calcs. Also fixes some debug prints.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 052ce65682 3rdz the charm: log-linearize minor y-ranges to a major
In very close manner to the original (gut instinct) attempt, this
properly (y-axis-vertically) aligns and scales overlaid curves according
to what we are calling a "log-linearized y-range multi-plot" B)

The basic idea is that a simple returns measure (eg. `R = (p1 - p0)
/ p0`) applied to all curves gives a constant output `R` no matter the
price co-domain in use and thus gives a constant returns over all assets
in view styled scaling; a intuitive visual of returns correlation. The
reference point is for now the left-most point in view (or highest
common index available to all curves), though we can make this
a parameter based on user needs.

A slew of debug `print()`s are left in for now until we iron out the
remaining edge cases to do with re-scaling a major (dispersion) curve
based on a minor now requiring a larger log-linear y-range from that
previous major' range.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 52ac1053aa 2nd try: dispersion normalize y-ranges around median
In the dispersion swing calcs, use the series median from the in-view
data to determine swing proportions to apply on each "minor curve"
(series with lesser dispersion the one with the greatest). Track the
major `Viz` as before by max dispersion. Apply the dispersion swing
proportions to each minor curve-series in a third loop/pass of all
overlay groups: this ensures all overlays are dispersion normalized in
their ranges but, minor curves are currently (vertically) centered (vs.
the major) via their medians.

There is a ton of commented code from attempts to try and vertically
align minor curves to the major via the "first datum" in-view/available.
This still needs work and we may want to offer it as optional.

Also adds logic to allow skipping margin adjustments in `._set_yrange()`
if you pass `range_margin=None`.
2023-03-10 18:20:22 -05:00
Tyler Goodlet dfc35253ea First draft, group y-minmax transform algo
On overlaid ohlc vizs we compute the largest max/min spread and
apply that maxmimum "up and down swing" proportion to each `Viz`'s
viewbox in the group.

We obviously still need to clip to the shortest x-range so that
it doesn't look exactly the same as before XD
2023-03-10 18:20:22 -05:00
Tyler Goodlet 8a5b9f4e8c Rename `.maybe_downsample_graphics()` -> `.interact_graphics_cycle()` 2023-03-10 18:20:22 -05:00
Tyler Goodlet f89e11fc7d Right, handle y-ranging multiple paths per plot
We were hacking this before using the whole `ChartView._maxmin()`
setting stuff since in some cases you might want similarly ranged paths
on the same view, but of course you need to max/min them together..

This adds that group sorting by using a table of `dict[PlotItem,
tuple[float, float]` and taking the abs highest/lowest value for each
plot in the viz interaction update loop.

Also removes the now commented signal registry calls and thus
`._yranger`, drops the `set_range: bool` from `._set_yrange` and adds
and extra `.maybe_downsample_graphics()` to the mouse wheel handler to
avoid a weird slow debounce where ds-ing is delayed until a further
interaction.
2023-03-10 18:20:22 -05:00
Tyler Goodlet fc73becd5f Drop Qt interaction signal usage
It's kind of hard to understand with the C++ fan-out to multiple views
(imo a cluster-f#$*&) and seems honestly just plain faster to loop (in
python) through all the linked view handlers XD

Core adjustments:
- make the panning and wheel-scroll handlers just call
  `.maybe_downsample_graphics()` directly; drop all signal emissions.
- make `.maybe_downsample_graphics()` loop through all vizs per subchart
  and use the new pipeline-style call sequence of:
  - `Viz.update_graphics() -> <read_slc>: tuple`
  - `Viz.maxmin(i_read_range=<read_slc>) -> yrange: tuple`
  - `Viz.plot.vb._set_yrange(yrange=yrange)`
  which inlines all the necessary calls in the most efficient way whilst
  leveraging `.maxmin()` caching and ymxmn-from-m4-during-render to
  boot.
- drop registering `._set_yrange()` for handling `.sigRangeChangedManually`.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 223e9d999c Add first-draft `PlotItemOverlay.group_maxmin()`
Computes the maxmin values for each underlying plot's in-view range as
well as the max up/down swing (in percentage terms) from the plot with
most dispersion and returns a all these values plus a `dict` of plots to
their ranges as part of output.
2023-03-10 18:20:22 -05:00
Tyler Goodlet 12883c3c90 Don't double send `enable_modules` and `debug_mode` in kwargs..
This broke non-disti-mode actor tree spawn / runtime, seemingly because
the cli entrypoint for a `piker chart` also sends these values down
through the call stack independently? Pretty sure we don't need to send
the `enable_modules` from the chart actor anyway.
2023-03-10 10:30:26 -05:00
Tyler Goodlet 93c81fa4d1 Start `piker.service` sub-package
For now just moves everything that was in `piker._daemon` to a subpkg
module but a reorg is coming pronto!
2023-03-09 15:37:42 -05:00
Guillermo Rodriguez 85a1b858b4
Fix logging on emsd 2023-02-25 20:56:25 -03:00
goodboy 139b8ba0f4
Merge pull request #453 from pikers/overlays_interaction_latency_tuning
Overlays interaction latency tuning
2023-02-14 13:48:12 -05:00
Guillermo Rodriguez ffd707db62
Add try catch for when notify-send is not present on system 2023-02-13 18:08:56 -03:00
Tyler Goodlet fefb0de51f Don't update overlays as fsps 2023-02-13 12:27:58 -05:00
Tyler Goodlet 59f34c94b0 Return fast on bad range in `.default_view()` 2023-02-13 12:27:58 -05:00
Tyler Goodlet 9ce52033f0 Fix `do_px_step` output for epoch step sizing 2023-02-13 12:27:58 -05:00
Tyler Goodlet 9876f200c1 Support chart draw-api-kwargs-passthrough in lined plot meths 2023-02-13 12:27:58 -05:00
Tyler Goodlet 81b8cd5461 Use normal pen when last-datum color not provided 2023-02-13 12:27:58 -05:00
Tyler Goodlet 49ca743e6a Add back `.prepareGeometryChange()`, seems faster? 2023-02-13 12:27:58 -05:00
Tyler Goodlet a36d4b1dc6 Factor color and cache mode settings into `FlowGraphics`
Curve-path colouring and cache mode settings are used (and can thus be
factored out of) all child types; this moves them into the parent type's
`.__init__()` and adjusts all sub-types match:

- the bulk was moved out of the `Curve.__init__()` including all
  previous commentary around cache settings.
- adjust `BarItems` to use a `NoCache` mode and instead use the
  `last_step_pen: pg.Pen` and `._pen` inside it's `.pain()` instead of
  defining functionally duplicate vars.
- adjust all (transitive) calls to `BarItems` to use the new kwargs
  names.
2023-02-13 12:27:58 -05:00
Tyler Goodlet 33df4f9927 Return `in_view: bool` from `Viz.update_graphics()`
Allows callers to know if they should care about a particular viz
rendering call by immediately knowing if the graphics are in view. This
turns out super useful particularly when doing dynamic y-ranging overlay
calcs.
2023-02-13 12:27:58 -05:00
Tyler Goodlet 72a9af21ac Fix profiler f-strings 2023-02-13 12:27:58 -05:00
Tyler Goodlet 1a10514cad Disable coordinate caching on OHLC ds curves to avoid smearing 2023-02-13 12:27:58 -05:00
Tyler Goodlet 5d9b7c72b3 Fix `Viz.draw_last()` to divide by `.flat_index_ratio` for uppx index lookback 2023-02-13 12:27:58 -05:00
Tyler Goodlet efddd43760 Drop masked `._maxmin()` override code from fsp stuff 2023-02-13 12:27:58 -05:00
Tyler Goodlet 1606b3a9c3 Document `Viz.incr_info()` outputs 2023-02-13 12:27:58 -05:00
Tyler Goodlet 8b5b1c214b Rework display loop maxmin-ing with `Viz` pipelining
First, we rename what was `chart_maxmin()` -> `multi_maxmin()` and don't
`partial` it in to the `DisplayState`, just call it with correct `Viz`
ref inputs.

Second, as we've done with `ChartView.maybe_downsample_graphics()` use
the output from the main `Viz.update_graphics()` and feed it to the
`.maxmin()` calls for the ohlc and vlm chart but still deliver the same
output signature as prior. Also accept and use an optional profiler
input, drop `DisplayState.maxmin()` and add `.vlm_viz`.

Further perf related tweak to do with more efficient incremental
updates:
- only call `multi_maxmin()` if the main fast chart viz does a pixel
  column step.
- mask out hist viz and vlm viz and all linked fsp `._set_yrange()`
  calls for now until we figure out how to best optimize these updates
  when considering the new group-scaled-by-% style for multicharts.
- drop `.enable_auto_yrange()` calls during startup.
2023-02-13 12:27:58 -05:00
Tyler Goodlet 9780263cfa Adjust vlm fsp code to new `Viz.update_graphics()` output sig 2023-02-13 12:27:58 -05:00
Tyler Goodlet e1e3afb495 Support read-slice input to `Viz.maxmin()`
Acts as short cut when pipe-lining from `Viz.update_graphics()` (which
now returns the needed in-view array-relative-read-slice as output) such
that `Viz.read()` and `.datums_range()` doesn't need to be called
internally multiple times. In this case where `i_read_range` is provided
we of course skip doing time index translations and consequently lookup
the appropriate (epoch-time) index indices for caching.
2023-02-13 12:27:58 -05:00
Tyler Goodlet f9eb880404 Backlink subchart views to "main chart" in `.add_plot()` 2023-02-13 12:27:58 -05:00
Tyler Goodlet a3bbbeda9d Drop `ChartView._maxmin()` usage in `.ui._fsp`
Removes the multi-maxmin usage as well as ensures appropriate `Viz` refs
are passed into the view methods now requiring it. Also drops the "back
linking" of the vlm chart view to the source OHLC chart since we're
going to add this as a default to the charting API.
2023-02-13 12:27:58 -05:00
Tyler Goodlet 3ad7844fdf Drop `ChartView._maxmin()` idea, use `Viz.maxmin()`
The max min for a given data range is defined on the lowest level
through the `Viz` api intermingling it with the view is a layering
issue. Instead make `._set_yrange()` call the appropriate view's viz
(since they should be one-to-one) directly and thus avoid any callback
monkey patching nonsense.

Requires that we now make `._set_yrange()` require either one of an
explicit `yrange: tuple[float, float]` min/max pair or the `Viz` ref (so
that maxmin can be called) as input. Adjust
`enable/disable_auto_yrange()` to bind in a new `._yranger()` partial
that's (solely) needed for signal reg/unreg which binds in the now
required input `Viz` to these methods.

Comment the `autoscale_overlays` block in `.maybe_downsample_graphics()`
for now until we figure out the most sane way to auto-range all linked
overlays and subplots (with their own overlays).
2023-02-13 12:27:58 -05:00
Tyler Goodlet b71c61e23f More thoroughly profile the display loop 2023-02-13 12:27:58 -05:00
Tyler Goodlet 9650b32786 Use `Viz.draw_last()` inside `.update_graphics()`
In an effort to ensure uniform and uppx-optimized last datum graphics
updates call this method directly instead of the equivalent graphics
object thus ensuring we only update the last pixel column according with
the appropriate max/min computed from the last uppx's worth of data.

Fixes / improvements to enable `.draw_last()` usage include,
- change `Viz._render_table` -> `._alt_r: tuple[Renderer, pg.GraphicsItem] | None`
  which holds an alternative (usually downsampled) render and graphics
  obj.
- extend the `.draw_last()` signature to include:
  - `last_read` to allow passing in the already read data from
    `.update_graphics()`, if it isn't passed then a manual read is done
    internally.
  - `reset_cache: bool` which is passed through to the graphics obj.
- use the new `Formatter.flat_index_ratio: float` when indexing into xy
  1d data to compute the max/min for that px column.

Other,
- drop `bars_range` input from `maxmin()` since it's unused.
2023-02-13 12:27:58 -05:00
Tyler Goodlet 1add591b2c Only update last datum graphic(s) on clear ticks
When a new tick comes in but no new time step / bar is yet needed (to be
appended) we can simply adjust **only** the last bar datum
lines-graphic(s) to avoid a redraw of the preceding `QPainterPath` on
every tick. Do this by calling `Viz.draw_last()` on the fast and slow
chart and adjusting the guards around calls to `Viz.update_graphics()`
(which *does* update paths) to only enter when there's a `do_px_step`
condition. We can stop calling `main_viz.plot.vb._set_yrange()` on view
treading cases since the range should have already been adjusted by the
clearing-tick processing mxmn updates.

Further this changes,
- the `chart_maxmin()` helper (which we should eventually just get rid
  of) to take bound in `Viz`s for the ohlc and vlm chart instead of the
  chart widget handles.
- extend the guard around hist viz yranging to only enter when not in
  "axis mode" - the same as for the fast viz.
2023-02-13 12:27:58 -05:00
Tyler Goodlet 60440bc6b7 Ensure full hist OHLC path is drawn on tread
Since we removed the `Viz.update_graphics()` call from the main rt loop
we have to be sure to call it in the history chart incr-loop to avoid
a gap between the  last bar and prior history since startup. We only
need to update on tread since that should be the only time a full redraw
is ever necessary, ow only the last datum is needed.

Further this moves the graphics cycle func's profiler init to the top in
an effort to get more correct latency measures.
2023-02-13 12:27:58 -05:00
Tyler Goodlet 4003729231 Use `Viz.update_graphics()` throughout remainder of graphics loop where possible 2023-02-13 12:27:58 -05:00
Tyler Goodlet 934b32c342 Use `Viz` over charts where possible in display loop
Since `ChartPlotWidget.update_graphics_from_flow()` is more or less just
a call to `Viz.update_graphics()` try to call that directly where
possible.

Changes include:
- calling the viz in the display state specific `maxmin()`.
- passing a viz instance to each `ChartView._set_yrange()` call (in prep
  of explicit group auto-ranging); not that this input is unused in the
  method for now.
- drop `bars_range` var passing since we don't use it.
2023-02-13 12:27:58 -05:00
Tyler Goodlet 97bb3b48da Set a `PlotItem.viz` for interaction lookup
Inside `._interaction` routines we need access to `Viz` instances.
Instead of doing `CharPlotWidget._vizs: dict` lookups this ensures each
plot can lookup it's (parent) viz without error.

Also, adjusts `Viz.maxmin()` output parsing to new signature.
2023-02-13 12:27:58 -05:00
Tyler Goodlet da618e1d38 Always cache `read_slc` alongside y-mnmx values 2023-02-13 12:27:58 -05:00
Tyler Goodlet 23c03a0905 Add back coord-caching to ohlc graphic 2023-02-13 12:27:58 -05:00
Tyler Goodlet 07c8ed8a3a Use (modern) literal type annots in view code 2023-02-13 12:27:58 -05:00
Tyler Goodlet bcf2a9868d Drop x-range query from `ChartPlotWidget.maxmin()`
Move the `Viz.datums_range()` call into `Viz.maxmin()` itself thus
minimizing the chart `.maxmin()` method to an ultra light wrapper around
the viz call. Also move all profiling into the `Viz` method.

Adjust `Viz.maxmin()` to return both the (rounded) x-range values which
correspond to the range containing the y-domain min and max so that
it can be used for up and coming overlay group maxmin calcs.
2023-02-13 12:27:58 -05:00
Tyler Goodlet c09c3925a4 Drop multi mxmn from display mod 2023-02-13 12:27:58 -05:00
Tyler Goodlet 5ced05aab0 Breakpoint bad (-ve or too large) x-ranges to m4
This should never really happen but when it does it appears to be a race
with writing startup pre-graphics-formatter array data where we get
`x_end` epoch value subtracting some really small offset value (like
`-/+0.5`) or the opposite where the `x_start` is epoch and `x_end` is
small.

This adds a warning msg and `breakpoint()` as well as guards around the
entire code downsampling code path so that when resumed the downsampling
cycle should just be skipped and avoid a crash.
2023-02-13 12:27:58 -05:00
Tyler Goodlet 4a6339ffc2 Downthrottle to 16Hz on multi-feed charts 2023-02-13 12:27:58 -05:00
Tyler Goodlet efa4089920 Attempt to keep selected item highlighted
This attempt was unsuccessful since trying to (re)select the last
highlighted item on both an "enter" or "click" of that item causes
a hang and then segfault in `Qt`; no clue why..

Adds a `keep_current_item_selected: bool` flag to
`CompleterView.show_cache_entries()` but using it seems to always cause
a hang and crash; we keep all potential use spots commented for now
obviously to avoid this. Also included is a bunch of tidying to logic
blocks in the kb-control loop for readability.
2023-02-13 12:27:58 -05:00
Tyler Goodlet 35cc37ddc1 Lol, pull hist chart from the display state 2023-02-13 12:27:58 -05:00
Tyler Goodlet 5ea4be1d4b Make (cache) search-results a `set` and avoid overlay duplicate entries 2023-02-13 12:27:58 -05:00
Tyler Goodlet 0c5b5a5aea Take outer-interval values in `Viz.datums_range()` 2023-02-13 12:27:58 -05:00
Tyler Goodlet 4027d683e9 Clean a buncha cruft from render mod 2023-02-13 12:27:58 -05:00
Tyler Goodlet c5db7295e6 Fix query-mode cursor labels to work with epoch-indexing 2023-02-13 12:27:58 -05:00
Tyler Goodlet 02c3ea1743 Use `open_sample_stream()` in display loop 2023-02-13 12:27:58 -05:00
Tyler Goodlet 3e17e52555 Add back another panes resize during startup 2023-02-13 12:27:58 -05:00
Tyler Goodlet 65dca16dc0 Always zero-on-step $vlm 2023-02-13 12:27:58 -05:00
Tyler Goodlet e742d18a6c Mouse interaction tweaks
- adjust zoom focal to be min of the view-right coord or the right-most
  point on the flow graphic in view and drop all the legacy l1-in-view
  focal point cruft.
- flip to not auto-scaling overlays by default.
- change the `._set_yrange()` margin to `0.09`.
- drop `use_vr: bool` usage.
2023-02-13 12:27:58 -05:00
Tyler Goodlet 7e29c36a24 Modernize optional path variable type annots 2023-02-13 12:27:58 -05:00
Tyler Goodlet 4d2b5c8f86 Use `Curve.x_last()` for zoom focal point 2023-02-13 12:27:58 -05:00
Tyler Goodlet fe932a96a9 Make `PlotItemOverlay` add items inwards->out
Before this axes were being stacked from the outside in (for `'right'`
and 'bottom'` axes) which is somewhat non-intuitive for an `.append()`
operation. As such this change makes a symbol list stack a set of
`'right'` axes from left-to-right.

Details:
- rename `ComposeGridLayout.items` -> `.pitems`
- return `(int, list[AxisItem])` pairs from `.insert/append_plotitem()`
  and the down stream `PlotItemOverlay.add_plotitem()`.
- drop `PlotItemOverlay.overlays` and add it back as `@property` around
  the underlying `.layout.pitems`.
2023-02-13 12:27:58 -05:00
Tyler Goodlet c1b7063e3c Drop the legacy `relayed_from` cruft from our view box 2023-02-13 12:27:58 -05:00
Tyler Goodlet cee6321a9f Do full marker width after line 2023-02-12 15:38:43 -05:00