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Jason Grout, Florian Wetschoreck Building on Jupyter at Databricks | JupyterCon 2023
Here is the meta description: "Join Jason Grout and Florian Wetschoreck as they explore Databricks' journey to build on Jupyter, including the development of IPY kernel, and its impact on Jupyter tooling and ecosystem."
- Building on Jupyter’s strengths, Databricks has achieved a successful transition to a proprietary kernel, IPY kernel.
- The IPY kernel is customizable, scalable, and provides better interoperability with Jupyter tooling.
- Two key requirements for IPY kernel are metadata specification and representing richer user interactions.
- IPY kernel enables real-time collaboration and synchronization of document state between browsers.
- Databricks has made several open-source contributions to the Jupyter community, including IPY widgets, improvements to the notebook format, and enabling concurrent execution.
- The company encourages engagement with the Jupyter community, supports open-source development, and encourages builders to work with the community.
- The journey to build on Jupyter involves understanding the Jupyter architecture, customizing the kernel, and leveraging the community’s expertise.
- Key future steps include improving Jupiter compatibility, enabling more concurrent execution, and fostering innovation in the Jupyter ecosystem.
- Companies like Databricks are using Jupyter as a base to build proprietary solutions, highlighting its flexibility and extensibility.
- Future enhancements to Jupyter’s document state, concurrent execution, and metadata specification will enable richer interactivity and better user experiences.