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Serverless Containers with Google Cloud Run

thecloud.christmas

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Re: Serverless Containers with Google Cloud Run

#2

Post by mikkelbd »

In an effort to share knowledge by writing daily articles in our 12 different advent calendars at https://bekk.christmas I contributed with this article in https://thecloud.christmas. It's just a short introduction to Cloud Run, how it compares to alternatives such as FaaS and Kubernetes, and some info on how to build and deploy to Cloud Run. If you want to learn more about Cloud Run there are several links to both the Cloud Run announcement blog posts from Google and the official documentation. Hope it can inspire someone to check it out for their serverless journey. I have been using it for a while for smaller services that integrate with both Cloud Datastore and Cloud Pub/Sub, and I think it works really well :)

Re: Serverless Containers with Google Cloud Run

#3

Post by paulddraper »

For those like me looking for a comparison point:

> In some sense you can compare it to AWS Fargate and Azure Container Instances. But the difference here is that Cloud Run will actually automatically scale to zero, and you only pay for resources during a request.

This seems really cool.

On the one hand, I appreciate the simplicity of serverless "Cloud CGI" as it were. But on the other hand, I have been confused why these always tie to a particular language and runtime.

Why can't I just run a binary in response to requests. I.e., real cloud CGI?

This seems made for me.

Re: Serverless Containers with Google Cloud Run

#7

Post by crashedsnow »

casperc wrote: post #5

It would depend on the time to get a service to respond when scaled to zero. Otherwise it seems to be twice the cost of fargate with AWS, if you need to have it running all the time to get reasonable response times.

It doesn't "exactly" work that way. The instance doesn't disappear after the request is served. It hangs around in case there's another request (for a while), but you only pay while the request is active. In practice "cold starts" are single-digit percentage of most common workloads (# of requests that are cold). Also FWIW it's not just scale to 0. Scaling any number of instances up will hit cold starts, the difference is this happens automatically versus fixed cluster sizes which have to either be pre-provisioned for peak, or tend toward much slower scale up times.

Disclosure: I work for GCP

Re: Serverless Containers with Google Cloud Run

#8

Post by crashedsnow »

auspex wrote: post #6

The biggest issue I saw when evaluating Google Cloud Run *(for containers) is that a container needs to have an external IP address in order to access a managed database. I hope they address this soon!

Curious as to why having an external IP/URL is a problem. If you're using almost any cloud service that has an API for adminstration (e.g. an API to tear down a VM), then is that really different to a public endpoint secured with platform-managed authentication? (which Cloud Run provides). Is it because you need firewall rules?

Re: Serverless Containers with Google Cloud Run

#9

Post by mikkelbd »

netcyrax wrote: post #4

What about permanent storage? A separate managed database is needed i guess? (Just like the rest of the serverless solutions)

Yes, that is correct. That is one of the constraints of stateless share-nothing processes. This is also described in one of the principles in "The Twelve-Factor App": https://12factor.net/processes. All common/permanent state must be stored in common storage for all the processes.

Depending on the kind of permanent storage needed, you could use one or more of the managed databases offered by Google Cloud. Here is an overview: https://cloud.google.com/products/databases/. You could also provision another open source database yourself either in Compute Engine or Kubernetes Engine, e.g. MongoDB. There is a lot of these on Marketplace, again for example MongoDB: https://console.cloud.google.com/marketplace/details/click-t....

Re: Serverless Containers with Google Cloud Run

#10

Post by Can_Not »

paulddraper wrote: post #3

For those like me looking for a comparison point: > In some sense you can compare it to AWS Fargate and Azure Container Instances. But the difference here is that Cloud Run will actually automatically scale to zero, and you only pay for resources during a request. This seems really cool. On the one hand, I appreciate the simplicity of serverless "Cloud CGI" as it were. But on the other hand, I have been confused why…

You should be able to put any binary into a docker container for cloud run.
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