Gehen Sie mit der App Player FM offline!
66: Inside Bento - Serverless Jupyter Notebooks at Meta
Manage episode 437152626 series 2199371
Bento is Meta’s internal distribution of Jupyter Notebooks, an open-source web-based computing platform. Host Pascal is joined by Steve who worked with his team on building many features on top of Jupyter, including scheduled notebooks, sharing with colleagues and running notebooks without a remote server component by leveraging Webassembly in the browser.
Got feedback? Send it to us on Threads (https://threads.net/@metatechpod), Twitter (https://twitter.com/metatechpod), Instagram (https://instagram.com/metatechpod) and don’t forget to follow our host @passy (https://twitter.com/passy, https://mastodon.social/@passy, and https://threads.net/@passy_). Fancy working with us? Check out https://www.metacareers.com/.
Links
Scheduling Jupyter Notebooks at Meta: https://engineering.fb.com/2023/08/29/security/scheduling-jupyter-notebooks-meta/
Serverless Jupyter Notebooks at Meta: https://engineering.fb.com/2024/06/10/data-infrastructure/serverless-jupyter-notebooks-bento-meta/
Jupyter Notebooks: https://jupyter.org/
Timestamps
Intro 0:06
Who is Steve? 1:49
What are Jupyter and Bento? 2:48
Who is Bento for? 3:40
Internal-only Bento features 4:42
Scheduled notebooks 11:39
Integrating with existing batch jobs 17:10
The case for serverless notebooks 20:59
Enter wasm 24:29
Upgrade paths from serverless to server 26:29
Bringing more Python libraries to the browser 30:21
Adding magick(s) 31:52
DataFrame magic and AI 36:41
What's next? 38:29
Outro 43:17
73 Episoden
Manage episode 437152626 series 2199371
Bento is Meta’s internal distribution of Jupyter Notebooks, an open-source web-based computing platform. Host Pascal is joined by Steve who worked with his team on building many features on top of Jupyter, including scheduled notebooks, sharing with colleagues and running notebooks without a remote server component by leveraging Webassembly in the browser.
Got feedback? Send it to us on Threads (https://threads.net/@metatechpod), Twitter (https://twitter.com/metatechpod), Instagram (https://instagram.com/metatechpod) and don’t forget to follow our host @passy (https://twitter.com/passy, https://mastodon.social/@passy, and https://threads.net/@passy_). Fancy working with us? Check out https://www.metacareers.com/.
Links
Scheduling Jupyter Notebooks at Meta: https://engineering.fb.com/2023/08/29/security/scheduling-jupyter-notebooks-meta/
Serverless Jupyter Notebooks at Meta: https://engineering.fb.com/2024/06/10/data-infrastructure/serverless-jupyter-notebooks-bento-meta/
Jupyter Notebooks: https://jupyter.org/
Timestamps
Intro 0:06
Who is Steve? 1:49
What are Jupyter and Bento? 2:48
Who is Bento for? 3:40
Internal-only Bento features 4:42
Scheduled notebooks 11:39
Integrating with existing batch jobs 17:10
The case for serverless notebooks 20:59
Enter wasm 24:29
Upgrade paths from serverless to server 26:29
Bringing more Python libraries to the browser 30:21
Adding magick(s) 31:52
DataFrame magic and AI 36:41
What's next? 38:29
Outro 43:17
73 Episoden
Alle Folgen
×Willkommen auf Player FM!
Player FM scannt gerade das Web nach Podcasts mit hoher Qualität, die du genießen kannst. Es ist die beste Podcast-App und funktioniert auf Android, iPhone und im Web. Melde dich an, um Abos geräteübergreifend zu synchronisieren.