…w funcs

* remove isolated_buffer

* remove isolated_buffer from mixin

* basics works for positions data

* replaceable buffers for all positions related features

* image data buffer can change

* resizeable buffers for volume

* black

* buffer resize condition checked only if new value is an array

* gc for buffer managers

* uniform colors WIP

* switching color modes works!

* typo

* balck

* update tests for color_mode

* update examples

* backend tests passing

* default for all uniforms is True

* update examples

* forgot

* update test

* example tests passing

* dereferencing test and fixes

* simplify texture array tests a bit

* image replace buffer tests pass yay

* forgot a file

* comments, check image graphic

* add image reshaping example

* add buffer replace imgui thing for manual testing

* black

* dont call wgpu_obj.destroy(), seems to work and clear VRAM with normal dereferencing

* slower changes

* update

* update example

* fixes and tweaks for test

* remove unecessary stuff

* update

* docstrings

* fix example

* update example

* update example

* update docs

…into ndwidget

* start separating iw plotting and array logic

* some more basics down

* comment

* collapse into just having a window function, no frame_function

* progress

* placeholder for computing histogram

* formatting

* remove spaghetti

* more progress

* basics working :D

* black

* most of the basics work in iw

* fix

* progress

* progress but still broken

* flippin display dims works

* camera scale must be positive for MIP rendering

* a very difficult to encounter iterator bug!

* patch iterator caveats

* mostly worksgit status

* add ArrayProtocol

* rename

* fixes

* set camera orthogonal to xy plane when going from 3d -> 2d

* naming, cleaning

* cleanup, correct way to push and pop dims

* quality of life improvements

* new histogram lut tool

* new hlut tool

* imagewidget rgb toggle works

* more progress

* support rgb(a) image volumes

* ImageGraphic cleanup

* cleanup, docs

* fix

* updates

* new per-data array properties work

* black formatting

* fixes and other things

* typing tweaks

* better iterator, fix bugs

* fixes

* show tooltips in right clck menu

* ignore nans and inf for histogram

* histogram of zeros

* docstrings

* fix imgui pixels

* iw indices event handlers only get a tuple of the indices

* bugfix

* fix cmap setter

* spatial_func better name

* bugfix

* hist specify quantile

* fix typos (#991)

* fix typos

* add rendercanvas to intersphinx_mapping

* nd-iw backup

* correct ImageGraphic w.r.t. ndw

* last fixes in ndi

…hape

…into ndwidget

* Includes code for doing batched transforms in both directions

* Streamlined parsing logic and updated docstrings for model to world code

* Fixes inconsistent error messages

* More streamlined type checking

* Gets rid of checks and uses np asarray

* Some more aesthetic updates to the syntax

* Update fastplotlib/graphics/_base.py

---------

Co-authored-by: Kushal Kolar <kushalkolar@gmail.com>

* async NDProcessor established, NOT TESTED

* ASYNC NDPROC IS WORKING :D :D CELEBRATE

* comments

* type annot

* fix

* fix

* polish async integration, cuda also integrated

* no longer using xarray, allow simpler ArrayProtocol

* comments

* comments

* docs

* Includes nd vector code that works

* Faster position assignment, no more for loop

* Batched computations for vector set function

* Formatting updates

* Includes improved annotations and changes ordering of the data slice from the vectors graphic

* Some further improvements to the pylinalg code

* Fixes remaining formatting and naming issues

* Apply suggestions from code review

Co-authored-by: Kushal Kolar <kushalkolar@gmail.com>

---------

Co-authored-by: Kushal Kolar <kushalkolar@gmail.com>

* Adds kwargs so user can customize vector field estimates

* Does the kwarg organization the way ndpositions does

* fixes graphic constructor

…1033)

* implement yuv and 'bufferless' TextureArraY

* unbuffered and yuv420 works

* warning on tooltip

* NDImage always uses unbuffered, support colorspaces in NDIMage

* update docstrings

* by default disable AA and set pixel_scale=1.0 for performance

* unpacked yuv support

* independent graphics and texture features for rgb and yuv

* docstrings

* docstrings

* import order

* yuv graphic working nicely

* add enum to top level namespace

* update script to produce add graphics mixin

* add yuv example

* update ndimage with yuv stuff

* fixes

* yuv video working well with NDWidget

…orCollection` (#1038)

* start selection vector stuff, protocol

* highlight selector WIP

* fixes

* progress

* lut repeat

* highlight and visibility selectors working, selection vector working

* PlotArea checks for SelectorProtocol instead, move some stuff around

* selector collection, not yet tested

* cleanup

* bugfix for linear selector limits

* add example

* better append, remove

* cleanup

* basically rewrote entire ImageHighlightSelector

* black

* happy with iamge selectors

* toy multi session example

* correct mapping stuff

* better scalar/vector handling

* comments

* allow setting texture usage directly

* ImageHighlightSelector, VisibilitySelector and ImageVisibilitySelector can handle 'None' as placeholders in the selection

* fix example

…into ndwidget

* better axes padding for tick labels, settable axis label

* cleanup

* move axes to tools

* update

* move stuff around

* update docs

* update

* update

* use fully fledged async

* better throttling

* torch.Tensor.tranpose() doesn't like tuples

* we need time-based throttling, but it can be gentler

* improvements

* improvements

* fixes

* x_range fix

* fix NDPandasProcessor

* fix

* HighlightSelector fix to append None

* cleanup better

* know ndg current dipslayed indices

* improve example

* docstrings, cleanup