Intermediate Tutorials#

Welcome to the Intermediate Tutorials!

Ready to take your Panel skills to the next level? Dive into these tutorials to explore advanced features, best practices, and techniques for building robust and scalable apps with Panel. Whether you’re aiming for better code organization, improved performance, or exploring additional topics, we’ve got you covered!

Prerequisites#

Before delving into the intermediate tutorials, ensure you have a solid understanding of Panel basics. If not, refer to our Basic Tutorial to get started.

Please execute the following command to install the dependencies required by the intermediate tutorials:

pip install altair hvplot numpy pandas panel pytest watchfiles

conda install -y -c conda-forge altair hvplot numpy pandas panel pytest watchfiles

Important

Is Panel installed together with JupyterLab/Jupyter Notebook in your working environment? If not, you need to make sure that panel is also installed in the same environment as JupyterLab/Jupyter Notebook (pip install panel or conda install panel).

Mastering Intermediate Panel Techniques#

Ready to transition from being a basic to an intermediate Panel user? Let’s uncover techniques for constructing reusable components and structuring your projects with maintainability in mind:

Enhancing Performance#

Supercharge your app’s performance through asynchronous programming, threaded operations, and efficient task scheduling. Tutorials on these topics are not available yet. In the meantime, the how-to guides cover them:

  • Schedule Tasks: Leverage functionalities such as pn.state.onload, pn.state.schedule_task, pn.state.add_periodic_callback, pn.state.on_session_created, pn.state.on_session_destroyed, async generators, and pn.state.execute.

  • Concurrent Execution: Unleash the full potential of Panel by embracing threads and async operations to execute tasks concurrently.

Exploring Additional Topics#

Embark on a deeper exploration of supplementary topics to further hone your Panel development prowess:

Projects#

Now that you’ve mastered the more advanced concepts of Panel, it’s time to put your skills to the test:

Community Tutorials#