Stateful Distributed Computing in Python with Ray Actors

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#python #ray #datascience

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0:00 - Welcome!
0:55 - Introduction to Actors
2:14 - Python Example
12:10 - Tasks vs. Actors
15:39 - Outro

[TheDevildragon]

Good introduction to the topic, now I will be able to migrate my application to a distributed system.

[cansucandan]

Thanks! I can't wait for you to share more videos about Ray for more practice.

[AkshatDobhal-mh]

its a crime to not release an entire playlist and just 5 videos for ray.

[jamesmckeown]

Thanks for the clear explanations! I'd be interested to see an example of recovery in a multi node cluster where a node fails and its actors are recovered on another node.

[dantedt]

This is good. Would like to see more videos on Ray.

[timharris]

This was a really good explanation. Thanks for posting this!

[feifeizhang]

Very informative video. Short and clear!

[ramirotapia]

Amazing
i was searching for this explanation.
is there a way to make only a method inside a class remote? maybe thinking to override the remote method accordingly

[skysavani]

Thanks for the clear explanations! can you please make a video for how to debug code with ray

[mojtabatorabi]

thanks for the content.
I have a question
how can I set a timeout for executing a task for a given Actor ?

[jnevercast]

are there any guarantees when you call ray.get() to get age, that all of the grow_older invocations have resolved? I presume yes for each actor (keeping in-line with each actor is syncronous)

[Nick-tvpu]

Just found out Ray doesn't ship types? At least not for anything except (sometimes) tasks? Wtf? I thought this was supposed to be a modern and developer-friendly library?

[ybbyang]

how to get people[0]'s value like age or name on host. using pepple[0].age report errors.