It has been almost two months since I joined Quansight in April, to start working on Spyder maintenance and development. So far, it has been a very exciting and rewarding journey under the guidance of long time Spyder maintainer Carlos Córdoba. This is the first of a series of blog posts we will be writing to showcase updates on the development of Spyder, new planned features and news on the road to Spyder 4.0 and beyond.
First off, I would like to give a warm welcome to Edgar Margffoy, who recently joined Quansight and will be working with the Spyder team to take its development even further. Edgar has been a core Spyder developer for more than two years now, and we are very excited to have his (almost) full-time commitment to the project.
Spyder 4.0 Beta 2 released!
Since August 2018, when the first beta of the 4.x series was released, the Spyder development team has been working hard on our next release. Over the past year, we've implemented the long awaited full-interface dark theme; overhauled our entire code completion and linting architecture to use the Language Server Protocol, opening the door to supporting many other languages in the future; added a new Plots pane to view and manage the figures generated by your code; and numerous other feature enhancements, bug fixes and internal improvements.
A full-interface dark theme has been a
long awaited feature,
and is enabled by default in Spyder 4. You can still select the
light theme under
Preferences > Appearance by either choosing a light-background
syntax-highlighting scheme, or changing
Interface theme to
Pretty, right :-) ?
This enhancement was made possible by the work of Colin Duquesnoy, Daniel Pizzeta and their QDarkStyle package. The Spyder team is now actively collaborating with Colin and Daniel to pursue the release of QDarkStyle 3.x, which will be using Spyder's QtSASS package to harness the power of SASS/SCSS and allow users to fully customize the theme dynamically.
Language Server Protocol architecture
The Language Server Protocol (LSP) was created by Microsoft for Visual Studio Code to standardize how development tools (e.g. editors and IDEs) communicate with servers that provide code completion, linting and related facilities for different programming languages. With LSP, as they describe it:
A single Language Server can be reused in multiple development tools, which in turn can support multiple languages with minimal effort. LSP is a win for both language providers and tooling vendors!
As of Spyder 4 Beta 2, Spyder is now one of those tools! We developed our own client to communicate with any server that implements LSP v3.0 through a transport layer that uses ZeroMQ sockets. Code completion, help generation, calltips, and real-time code/style analysis were rewritten to take advantage of this architecture, and hover hints and docstring style analysis were added. Further LSP features, such as workspace functionality and on the fly completion, will come in future betas.
Our current support is geared towards Python, using the great Python-Language-Server package. This has allowed us to provide fine-grained configurability for Pycodestyle and Pydocstyle options, and in future betas we’ll also add the ability to use and configure code formatters like YAPF and autopep8.
We support configuring LSP servers for additional, non-Python programming languages. In the future, we hope to include out-of-the-box LSP integration for some of the most popular languages in the scientific computing space, including Fortran, Julia and C/C++.
Similar to RStudio and other data science IDEs, Spyder now includes a Plots pane, allowing you to browse all figures created during a session. Beyond just viewing plots, you can also zoom, save/export, copy and remove them.
But wait, there's more!
There are numerous additional features we've added in the previous 10 months! These include:
- Autosave and File Recovery in the editor, so Spyder can restore your unsaved files in case it crashes or something else goes wrong.
- Dedicated Sympy, Cython and Pylab consoles, making it very simple to quickly explore and create code for these libraries.
- OS level window pane undocking, allowing you to easily organize panes across different monitors.
- Support for multi-indexes in our Dataframe viewer, making working with complex datasets much easier.
We will describe all of these additional enhancements in greater detail in future blog posts.
You can help!
If would like to help us test this beta release and try out the new features it offers,
you can! You can install it with
conda (if using Anaconda/Miniconda, as we recommend),
pip; we suggest doing so in a new Conda env or
so you can easily switch between your existing Spyder install and the Spyder 4 beta.
For example, to do so with
conda, enter the following at the Terminal/Anaconda prompt:
$ conda create --channel spyder-ide --name spyder-beta spyder=4.0.0b2 $ conda activate spyder-beta $ spyder
This is a safe process because Spyder now uses a different configuration directory for its development versions, so you can easily switch between our stable and beta releases without worrying about one affecting the other.
If you find any bugs, you can report them on our issue tracker; make sure to search for your error message or behavior before making a new one.
I would like to thank Quansight for the opportunity of working in open source development on an awesome project like Spyder. I am also grateful to our users, contributors and core developers for helping making Spyder amazing!