Compare JetBrains DataSpell vs. JetBrains Projector in 2025

JetBrains Projector

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Description

Easily switch between command and editor modes using just one keystroke while navigating through cells with arrow keys. Take advantage of all standard Jupyter shortcuts for a smoother experience. Experience fully interactive outputs positioned directly beneath the cell for enhanced visibility. When working within code cells, benefit from intelligent code suggestions, real-time error detection, quick-fix options, streamlined navigation, and many additional features. You can operate with local Jupyter notebooks or effortlessly connect to remote Jupyter, JupyterHub, or JupyterLab servers directly within the IDE. Execute Python scripts or any expressions interactively in a Python Console, observing outputs and variable states as they happen. Split your Python scripts into code cells using the #%% separator, allowing you to execute them one at a time like in a Jupyter notebook. Additionally, explore DataFrames and visual representations in situ through interactive controls, all while enjoying support for a wide range of popular Python scientific libraries, including Plotly, Bokeh, Altair, ipywidgets, and many others, for a comprehensive data analysis experience. This integration allows for a more efficient workflow and enhances productivity while coding.

Description

Access JetBrains IDEs and Swing applications over a network, leveraging Swing, a graphical widget toolkit for Java, which is utilized by current JetBrains IDEs and other IntelliJ-based applications, including Android Studio. Projector is an innovative self-hosted solution that enables the operation of IntelliJ-based IDEs and Swing applications on a server, granting users the ability to connect from any location through web browsers or dedicated applications. For instance, one can run the IntelliJ IDEA Community Edition in the Safari browser on macOS, facilitating code execution closer to the runtime or database to minimize latency. This setup is particularly beneficial in high-security zones and corporate environments, where thin clients and low-cost hardware, such as Android tablets, can be employed. Users have the convenience of switching off their local machines while their applications remain operational on the server. Moreover, it allows for running the IDE in a GNU/Linux environment on Windows systems or even on more unconventional operating systems like ChromeOS. By utilizing VM or Docker images preloaded with debug sources and a configured IDE, developers can enjoy seamless remote debugging from the server side, whether for development testing or production scenarios. This flexibility enhances productivity and streamlines workflows, making it an invaluable tool for modern software development.