Version 1.4.1

Version 1.4.1

Over the past two weeks since the 1.4 release, we have implemented
several important bug fixes and have made several usability
improvements.

New features:

• Improved help system. It is now possible to recursively list all the
  applicable documentation for a composite object. In addition, the
  documentation may now be filtered using a regular expression pattern.
  (PR #370)
• HoloViews now supports multiple active display hooks making it easier
  to use nbconvert. For instance, PNG data will be embedded in the
  notebook if the argument display_formats=['html','png'] is supplied to
  the notebook_extension. (PR #355)
• Improvements to the display of DynamicMaps (PR #367, #375) as well as
  many new improvements to the Bokeh backend including better
  VLines/HLines (PR #362) and support for the Bars element (PR #339).
• New Spikes and BoxWhisker elements suitable for representing
  distributions as a sequence of lines or as a box-and-whisker plot. (PR
  #346, #339)
• Improvements to the notebook_extension. For instance, executing
  hv.notebook_extension('bokeh') will now load BokehJS and automatically
  activate the Bokeh backend (if available).
• Significant performance improvement when using the groupby operation
  on HoloMaps and when working with highly nested datastructures.
  (PR #349, #359)

Important bug fixes:

• DynamicMaps are now properly integrated into the style system and can
  be customized in the same way as HoloMaps. (PR #368)
• Widgets now work correctly when unicode is used in the dimension
  labels and values (PR #376).

Version 1.4.0

Over the past few months we have added several major new features and
with the help of our users have been able to address a number of bugs
and inconsistencies. We have closed 57 issues and added over 1100 new
commits.

Major new features:

• Data API: The new data API brings an extensible system of to add new
  data interfaces to column based Element types. These interfaces
  allow applying powerful operations on the data independently of the
  data format. The currently supported datatypes include NumPy, pandas
  dataframes and a simple dictionary format. [PR #284]
• Backend API: In this release we completely refactored the rendering,
  plotting and IPython display system to make it easy to add new plotting
  backends. Data may be styled and pickled for each backend independently and
  renderers now support exporting all plotting data including widgets
  as standalone HTML files or with separate JSON data.
• Bokeh backend: The first new plotting backend added via the new backend
  API. Bokeh plots allow for much faster plotting and greater interactivity.
  Supports most Element types and layouts and provides facilities for sharing
  axes across plots and linked brushing across plots. [PR #250]
• DynamicMap: The new DynamicMap class allows HoloMap data to be generated
  on-the-fly while running a Jupyter IPython notebook kernel. Allows
  visualization of unbounded data streams and smooth exploration of large
  continuous parameter spaces. [PR #278]

Other features:

• Easy definition of custom aliases for group, label and Dimension
  names, allowing easier use of LaTeX.
• New Trisurface and QuadMesh elements.
• Widgets now allow expressing hierarchical relationships between
  dimensions.
• Added GridMatrix container for heterogeneous Elements and gridmatrix
  operation to generate scatter matrix showing relationship between
  dimensions.
• Filled contour regions can now be generated using the contours operation.
• Consistent indexing semantics for all Elements and support for
  boolean indexing for Columns and NdMapping types.
• New hv.notebook_extension function offers a more flexible alternative
  to %load_ext, e.g. for loading other extensions
  hv.notebook_extension(bokeh=True).

Experimental features:

• Bokeh callbacks allow adding interactivity by communicating between
  bokehJS tools and the IPython kernel, e.g. allowing downsampling
  based on the zoom level.

Notable bug fixes:

• Major speedup rendering large HoloMaps (~ 2-3 times faster).
• Colorbars now consistent for all plot configurations.
• Style pickling now works correctly.

API Changes:

• Dimension formatter parameter now deprecated in favor of value_format.
• Types of Chart and Table Element data now dependent on selected interface.
• DFrame conversion interface deprecated in favor of Columns pandas interface.

Version 1.3.2

Minor bugfix release to address a small number of issues:

Features:

• Added support for colorbars on Surface Element (1cd5281).
• Added linewidth style option to SurfacePlot (9b6ccc5).

Bug fixes:

• Fixed inversion inversion of y-range during sampling (6ff81bb).
• Fixed overlaying of 3D elements (787d511).
• Ensuring that underscore.js is loaded in widgets (f2f6378).
• Fixed Python3 issue in Overlay.get (8ceabe3).

Version 1.3.1

Minor bugfix release to address a number of issues that weren't caught in time for the 1.3.0 release with the addition of a small number of features:

Features:

Introduced new Spread element to plot errors and confidence intervals (30d3184).
ErrorBars and Spread elements now allow most Chart constructor types (f013deb).

Bug fixes:

Fixed unicode handling for dimension labels (061e9af).
Handling of invalid dimension label characters in widgets (a101b9e).
Fixed setting of fps option for MPLRenderer video output (c61b9df).
Fix for multiple and animated colorbars (5e1e4b5).
Fix to Chart slices starting or ending at zero (edd0039).

Version 1.3.0

The third minor version release of HoloViews.

Since the last release we closed over 34 issues and have made 380 commits mostly focused on fixing bugs, cleaning up the API and working extensively on the plotting and rendering system to ensure HoloViews is fully backend independent.

We'd again like to thank our growing user base for all their input, which has helped us in making the API more understandable and fixing a number of important bugs.

Highlights/Features:

• Allowed display of data structures which do not match the
  recommended nesting hierarchy (67b28f3, fbd89c3).
• Dimensions now sanitized for .select, .sample and
  .reduce calls (6685633, 00b5a66).
• Added holoviews.ipython.display function to render (and display)
  any HoloViews object, useful for IPython interact widgets (0fa49cd).
• Table column widths now adapt to cell contents (be90a54).
• Defaulting to matplotlib ticking behavior (62e1e58).
• Allowed specifying fixed figure sizes to matplotlib via
  fig_inches tuples using (width, None) and (None, height) formats
  (632facd).
• Constructors of Chart, Path and Histogram classes now support
  additional data formats (2297375).
• ScrubberWidget now supports all figure formats (c317db4).
• Allowed customizing legend positions on Bars Elements (5a12882).
• Support for multiple colorbars on one axis (aac7b92).
• .reindex on NdElement types now support converting between
  key and value dimensions allowing more powerful conversions. (03ac3ce)
• Improved support for casting between Element types (cdaab4e, b2ad91b,
  ce7fe2d, 865b4d5).
• The %%opts cell magic may now be used multiple times in the same
  cell (2a77fd0)
• Matplotlib rcParams can now be set correctly per figure (751210f).
• Improved OptionTree repr which now works with eval (2f824c1).
• Refactor of rendering system and IPython extension to allow easy
  swapping of plotting backend (#141)
• Large plotting optimization by computing tight bbox_inches once
  (e34e339).
• Widgets now cache frames in the DOM, avoiding flickering in some
  browsers and make use of jinja2 template inheritance. (fc7dd2b)
• Calling a HoloViews object without arguments now clears any
  associated custom styles. (9e8c343)

API Changes

• Renamed key_dimensions and value_dimensions to kdims and vdims
  respectively, while providing backward compatibility for passing
  and accessing the long names (8feb7d2).
• Combined x/y/zticker plot options into x/y/zticks parameters which
  now accept an explicit number of ticks, an explicit list of tick
  positions (and labels), and a matplotlib tick locator.
• Changed backend options in %output magic, nbagg and d3 are
  now modes of the matplotlib backend and can be selected with
  backend='matplotlib:nbagg' and backend='matplotlib:mpld3'
  respectively. The 'd3' and 'nbagg' options remain supported but will
  be deprecated in future.
• Customizations should no longer be applied directly to Store.options;
  the Store.options(backend='matplotlib') object should be
  customized instead. There is no longer a need to call the
  deprecated Store.register_plots method.

Version 1.2.0

The second minor version release of HoloViews.

Highlights/Features:

• Added new ErrorBars Element (f2b276b)
• Added Empty pseudo-Element to define empty placeholders in
  Layouts (35bac9f)
• Added support for changing font sizes easily (0f54bea)
• Support for holoviews.rc file (79076c8)
• Many major speed optimizations for working with and plotting
  HoloViews data structures (fe87b4c, 7578c51, 5876fe6, 8863333)
• Support for GridSpace with inner axes (93295c8)
• New aspect_weight and tight Layout plot options for more
  customizability of Layout arrangements (4b1f03d, e6a76b7)
• Added bgcolor plot option to easily set axis background color
  (92eb95c)
• Improved widget layout (f51af02)
• New OutputMagic css option to style html output (9d42dc2)
• Experimental support for PDF output (1e8a59b)
• Added support for 3D interactivity with nbagg (781bc25)
• Added ability to support deprecated plot options in %%opts magic.
• Added DrawPlot simplifying the implementation of custom plots
  (38e9d44)

API changes:

• Path and Histogram support new constructors (7138ef4, 03b5d38)
• New depth argument on the relabel method (f89b89f)
• Interface to Pandas improved (1a7cd3d)
• Removed xlim, ylim and zlim to eliminate redundancy.
• Renaming of various plot and style options including:
  • figure_* to fig_*
  • vertical_spacing and horizontal_spacing to vspace and hspace respectively
  • Deprecation of confusing origin style option on RasterPlot
• Overlay.__getitem__ no longer supports integer indexing (use get method instead)

Important bug fixes:

• Important fixes to inheritance in the options system (d34a931, 71c1f3a)
• Fixes to the select method (df839be)
• Fixes to normalization system (c3ef40b)
• Fixes to Raster and Image extents, __getitem__ and sampling.
• Fixed bug with disappearing adjoined plots (2360972)
• Fixed plot ordering of overlaid elements across a HoloMap (c4f1685)

Version 1.1.0

The first minor version release of HoloViews.

Highlights:

• Support for nbagg as a backend (09eab4f)
• New .hvz file format for saving HoloViews objects (bfd5f7a)
• New Polygon element type (d1ec8ec)
• Greatly improved Unicode support throughout, including support for unicode characters in Python 3 attribute names (609a845)
• Regular SelectionWidget now supports live rendering (eb5bf8b)
• Supports a list of objects in Layout and Overlay constructors (5ba1866)
• Polar projections now supported (3801b76)

API changes (not backward compatible):

• xlim, ylim, zlim, xlabel, ylabel and zlabel have been deprecated (081d412)
• Plotting options show_xaxis and show_yaxis renamed to xaxis and yaxis, respectively (13393f2).
• Deprecated IPySelectionWidget (f59c34c)
• In addition to the above improvements, many miscellaneous bug fixes were made.

Version 1.0.1

Minor release addressing bugs and issues with 1.0.0.

Highlights:

• New separate Pandas Tutorial (8455abc)
• Silenced warnings when loading the IPython extension in IPython 3 (aaa6861)
• Added more useful installation options via setup.py (72ece4d)
• Improvements and bug-fixes for the %%opts magic tab-completion (e0ad710)
• DFrame now supports standard constructor for pandas dataframes (983825c)
• Tables are now correctly formatted using the appropriate Dimension formatter (588bc2a)
• Support for unlimited alphabetical subfigure labelling (e039d00)
• Miscellaneous bug fixes, including Python 3 compatibility improvements.

Version 1.0.0

First public release available on GitHub and PyPI.