v0.9.0

Major changes:

Even faster aggregation 🐎

We switched our aggregation backend to tsdownsample, which alleviates the need to compile our C code on non-supported devices, and has parallelization capabilities.
tsdownsample leverages the argminmax crate, which has SIMD-optimized instruction to find vertical extrema really fast!

With parallelization enabled, you should clearly see a bump in perfomance when visualizing (multiple) large traces! 🐎

Versioned docs! :party:

We restyled our documentation and added versioning! 🎉

https://predict-idlab.github.io/plotly-resampler/latest/

Go check it out! ☝️

Other Features

• Support for log-scale axes (and thus log-bin-based aggregators) - check this pull-request
  

The above image shows how the log aggregator (row2) will use log-scale bins. This can be seen in the 1-1000 range when comparing both subplots.
Note: the shown data has a fixed delta-x of 1. Hence, here are no exact equally spaced bins for the left part of the LogLTTB.

• Add a fill-value option to gap handlers
  

The above image shows how the fill_value option can be used to fill gaps with a specific value.
This can be of greate use, when you use the fill='tozeroy' option in plotly and gaps occur in your data, as this will, combined with line_shape='vh', fill the area between the trace and the x-axis and gaps will be a flat zero-line.

Bugfixes

• support for pandas2.0 intricacies

What's Changed (generated)

• fix: handle bool dtype for x in LTTB_core_py by @jvdd in #183
• fix: add colors to streamlit example 🎨 by @jvdd in #187
• docs: describe solution in FAQ for slow datetime arrays by @jvdd in #184
• Rework aggregator interface by @jvdd in #186
• 🚀 integrate with tsdownsample by @jvdd in #191
• refactor: use composition for gap handling by @jvdd in #199
• ✨ np.array interface implementation by @jonasvdd in #154
• 🧹 fix typo in docstring + remove LTTB from MinMaxLTTB + remove interleave_gaps by @jonasvdd in #201
• chore: use ruff instead of isort by @jvdd in #200
• 🌈 adding marker props by @jonasvdd in #148
• Datetime bugfix by @jonasvdd in #209
• Fixes #210 by @jonasvdd in #211
• Log support by @jonasvdd in #207
• Datetime range by @jonasvdd in #213
• ✨ add fill_value option to gap handlers by @jonasvdd in #218
• ✨ fix limit_to_view=True but no gaps inserted bug by @jonasvdd in #220
• 🐛 convert trace props to array + check for nan removal by @jvdd in #225
• Figurewidget datetime bug by @jonasvdd in #232
• ♻️ deprecate JupyterDash in favor for updated Dash version by @NielsPraet in #233
• 👀 comment out reset layout by @jvdd in #228
• Docs/versioned docs (#236) by @jonasvdd in #237

Full Changelog: v0.8.3.2...v0.9.0