Software Open Access

has2k1/plotnine: v0.6.0

Hassan Kibirige; Greg Lamp; Jan Katins; Austin O.; gdowding; Tyler Funnell; matthias-k; Jonas Arnfred; Florian Finkernagel; Dan Blanchard; Eric Chiang; Sergey Astanin; Paul Natsuo Kishimoto; stonebig; Evan Sheehan; Robert Gibboni; Bernard Willers; Pavel; Yaroslav Halchenko; smutch; zachcp; John Collins; Min RK; Brian King; Duncan Brian; Div Arora; Dan Brown; Dan Becker; Bevan Koopman; Anthony

This release has many changes, check out the changelog. A version of the changes is included below.

API Changes
  • The draw parameter of geom_map has been removed. Shapefiles should contain only one type of geometry and that is the geometry that is drawn.

  • Ordinal (Ordered categorical) columns are now mapped to ordinal scales. This creates different plots.

  • The default mapping for the computed aesthetic size of stat_sum has changed to 'stat(n)'. This also changes the default plot for geom_count.

New Features
  • geom_text gained the adjust_text parameter, and can now repel text.
  • Added annotation_logticks.
  • Added geom_sina
  • Added scales for ordinal (ordered categorical) columns.
  • geom_step gained the option mid for the direction parameter. The steps are taken mid-way between adjacent x values.
  • Added annotation_stripes.
Bug Fixes
  • Fixed bug where facetting would fail if done on a plot with annotation(s) and one of the facetting columns was also a variable in the environment.

  • Fixed bug where coord_flip would not flip geoms created by geom_rug (GH216).

  • Fixed bug where plots with theme_xkcd cannot be saved twice (GH199)

  • Fixed bug that made it impossible to map to columns with the same name as a calculated columns of the stat. (GH234)

  • Fixed bug in geom_smooth that made it difficult to use it with stats other than stat_smooth. (GH242)

  • Fixed bug in position_dodge where by bar plot could get thinner when facetting and useing preserve = 'single'. (GH224)

  • Fixed bug in coord_trans where if the transformation reversed the original limits, the order in which the data was laid out remained unchanged. (GH253)

  • Fixed bug in stat_count where float weights were rounded and lead to a wrong plot. (GH260)

  • Fixed bug where one could not use the British spelling colour to rename a color scale. (GH264)

  • Fixed bug in lims, xlim, and ylim where datetime and timedelta limits resulted in an error.

  • Fixed bug where geom_rect could not be used with coord_trans. (GH256)

  • Fixed bug where using free scales with facetting and flipping the coordinate axes could give unexpected results. (GH286)

  • Fixed unwanted tick along the axis for versions of Matplotlib >= 3.1.0.

  • Fixed geom_text not to error when using hjust and vjust. (GH287)

  • Fixed bug where geom_abline geom_hline and geom_vline could give wrong results when used with coord_trans.

  • Fixed bug where layers with only infinite values would lead to an exception if they were the first layer encountered when choosing a scale.

Enhancements
  • Legends are now plotted in a predictable order which dedends on how the plot is constructed.

  • The spokes drawn by geom_spoke can now have a fixed angle.

  • Aesthetics that share a scale (e.g. color and fill can have the same scale) get different guides if mapped to different columns.

  • When the transform of a specialised (one that is not and identity scale) continuous scale is altered, the user is warned about a possible error in what they expect. (GH254, GH255)

  • The method_args parameter in stat_smooth can now differentiate between arguments for initialising and those for fitting the smoothing model.

  • position_nudge can now deal with more geoms e.g. geom_boxplot.

  • The limits parameter of scale_x_discrete and scale_y_discrete can now be a function.

  • The width of the boxplot can now be set irrespective of the stat.

  • The mid-point color of scale_color_distiller now matches that of the trainned data.

  • The way in which layers are created has been refactored to give packages that that extend plotnine more flexibility in manipulating the layers.

  • You can now specify one sided limits for coordinates. e.g. coord_cartesian(limits=(None, 10)).

  • All the themeables have been lifted into the definition of theme so they can be suggested autocomplete.

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