JetBrains DataSpell 2023.2 (macOS, Linux, Windows) Released - IDE for Professional Data Scientists

JetBrains DataSpell 2023.2 (macOS, Linux, Windows) Released - IDE for Professional Data Scientists

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JetBrains DataSpell - IDE for Professional Data Scientists

Smart Jupyter Notebook

Designed for High Interactivity

Command and editor modes can be switched with one click. Use the arrow keys to navigate on the cells. Use all standard Jupyter shortcuts. Enjoy fully interactive output right under the cell.

Smart Coding Assist

Enjoy smart code completion (sysin), real-time error checking and quick fixes, easy navigation, and more when editing code cells.

Local and Remote Notebooks

Easily connect to remote Jupyter, JupyterHub or JupyterLab servers using a local Jupyter Notebook or directly from the IDE.

Interactive Python script

Scientific Python Console

Run Python scripts or arbitrary expressions interactively in the Python console. View the output and status of variables in real time.

Cells in Python scripts

Split Python scripts into code cells using #%% delimiters and run them individually as in Jupyter Notebook.

Data and Visualization Output

Navigate DataFrames and visualizations in-place with interactive controls. All major Python scientific libraries are supported, including Plotly, Bokeh, Altair, ipywidgets, etc.

Built-in tools and integrations

version control

Clone Git projects, commit and push changes (sysin), work with multiple branches, manage changelists, and stage updates before committing.

terminal

Handle command-line shells through the built-in terminal, which supports all the same commands as your operating system.

database tools

Access and query the database (sysin) directly from the IDE. Edit SQL code, run queries, browse data, and change schemas with smart coding assistance.

Function

Python

Whether it's a Jupyter Notebook or a Python script, you'll always have smart code completion, real-time error checking and quick fixes, and easy code navigation at your fingertips.

Markdown

DataSpell supports editing and rendering of Markdown in Notebook cells and individual files. LaTeX support is not ready yet, but coming soon.

interactive output

DataSpell fully supports static and JavaScript-based output used by scientific libraries such as Plotly, Bokeh, Altair, ipywidgets, etc. For DataFrame, DataSpell provides a rich interactive table control.

Conda

Built-in support for Conda makes it easy to create, manage, and reuse environments and dependencies.

Debugger

Both Jupyter Notebook and Python scripts support the debugger. Stop at breakpoints, step through code, browse and manage the state of variables.

SQL

Connect to your database to browse tables, perform refactorings, import/export data, and more.

R

Basic support for R includes a debugger, dataset and visualization browser, package manager, smart coding assistance, and more.

plug-in

Vim emulation, Docker, additional VCS, custom skin themes, and more are all available through plugins.

Frequently Asked Questions

**How ​​to choose which product to use between JetBrains DataSpell and PyCharm Professional edition? **PyCharm related

If you are involved in data science and development at the same time, we recommend you to use PyCharm Professional edition. If you are more involved in data science than development, then we recommend JetBrains DataSpell.

Does DataSpell support other languages ​​besides Python or R? Does it support Julia and other languages? supported language

Once support for Python and R is complete enough, we may support other languages ​​as well.

**Does DataSpell come bundled with database integration? **Web development

yes.

**Does PyCharm Professional Edition provide DataSpell functionality? **PyCharm related

Since 2022.1, PyCharm Professional Edition includes support for local Jupyter Notebook. PyCharm Professional Edition does not yet support remote Jupyter Notebook and other DataSpell features.

**Does PyCharm Community Edition provide DataSpell functionality? **PyCharm related

Not yet. There are currently no plans to include it in the Community release.

**Does DataSpell come bundled with web development capabilities? **Web development

Won't. PyCharm Professional Edition is the best choice for web development combined with data science.

download link

JetBrains DataSpell 2023.1 (macOS, Linux, Windows) x64 & aarch64
Baidu network disk link: https://pan.baidu.com/s/1m0XJZdMXqiPEt3J6gHoxzw?pwd=456a

JetBrains DataSpell 2023.2 (macOS, Linux, Windows) x64 & aarch64
Baidu network disk link: https://pan.baidu.com/s/1dHADoShDANyGxr8zBWqV6Q?pwd=ysim