5 ms·

Hello, I'm building a serverless platform. Could you please expand your "It's long-running processes, message systems, stream processing, and reporting" bit?

stingraycharles 8y ago
Not parent, but I have the same question; I worked in adtech and video analytics before, now with social media. It's usually a mix of some REST APIs, which already are very easy to scale and manage without using serverless, with long-running backend processes, such as: * video encoding; * ETL processes; * other analytical workloads; * long-running websocket connections with Twitter/Facebook/etc APIs. From my perspective, serverless solves the "boring" part of making REST APIs easier to manage, which were already very easy to manage. How would serverless be applies to, say, a python script that streams Twitter tweets using websockets?
- codefined 8y ago
  You would probably use something like a queue[0] that takes in data from the websocket and dishes it out to lambda functions. You might also use something like Kinesis[1] or other alternatives. [0] https://aws.amazon.com/sqs/ https://aws.amazon.com/sqs/ [1] https://aws.amazon.com/kinesis/ https://aws.amazon.com/kinesis/
  - stingraycharles 8y ago
    Yes of course, or I could send it into Kafka instead (which makes more sense to me). The point is, how would a serverless process looks like which doesn’t have a REST API and does this long term polling of websockets?
    - tlrobinson 8y ago
      Some platforms like Amazon Lambda let you set up functions to consume data from a variety of event sources: https://docs.aws.amazon.com/lambda/latest/dg/invoking-lambda-function.html https://docs.aws.amazon.com/lambda/latest/dg/invoking-lambda...
      - stingraycharles 8y ago
        How can I consume the Twitter stream API using that?
        k__ 8y ago
        I don't know this specific API. Either it works with web-hooks that you could lead to a Lambda via API-Gateway. Or it needs to pull the data, then you could trigger Lambda via CloudWatch intervals.
        tlrobinson 8y ago
        Unless the API can stream directly into one of those sources you'd probably need a long-running process, perhaps running on a CaaS like AWS Fargate. I guess you could argue where to draw the "serverless" line, at functions or containers, but Zeit is calling this container service "serverless" so I think Fargate would fall into the same category. I think it would make sense for Zeit to eventually support long-running containers too (looks like the current max is 30 minutes, I'm not sure how they chose that number)
        rustyboy 8y ago
        It depends what you're doing with that stream, most basically you would create a nano/micro EC2 instance that will just trigger Lambda events on every new tweet. Or you could create some more intricate script that does a lot of pre-processing and then stores it in RDS or S3, and with each new update to either of those sources kick off a Lambda.
- driverdan 8y ago
  Serverless is fantastic for ETL and data analysis, especially for workloads that vary in scale (eg cronjobs). Feed data in, get data out with scaling as needed.
  - jshen 8y ago
    but how do you feed data in? Usually, it's some other service on one of the big 3 cloud providers. I'm using google for my projects these days so it's a mix of Google PubSub and Dataflow. I think this is the issue/risk with serverless. You either get locked into one of the big 3, or you end up doing all of the ops work to run your own stateful systems. As some of the people above you said, managing and scaling the stateless HTTP components is not the hard/expensive part of the job.
    - whb07 8y ago
      How does one get locked in when it’s a simple function in X language? Seriously, serverless is just an endpoint they provide. You write the code and they handle everything else.
      - jshen 8y ago
        Because the function is the stateless easy part. To make any non trivial system, in a serverless way, you have to use their proprietary stateful systems. IN my case, google pubsub, google data flow, google datastore, Spanner, etc. that’s where the lock in happens.
        fapjacks 8y ago
        Right, because serverless is actually just a cover for "de-commoditizing" the cloud services that companies like AWS built to commoditize datacenters. You hit the nail on the head. It's not completely useless to help less technical people solve the problems that folks like you and I consider "the easy part" and so people will find a use for it. But the primary utility of serverless is an attempt at solving Amazon's problem of being commoditized by containers.

stingraycharles 8y ago

Not parent, but I have the same question; I worked in adtech and video analytics before, now with social media. It's usually a mix of some REST APIs, which already are very easy to scale and manage without using serverless, with long-running backend processes, such as: * video encoding; * ETL processes; * other analytical workloads; * long-running websocket connections with Twitter/Facebook/etc APIs. From my perspective, serverless solves the "boring" part of making REST APIs easier to manage, which were already very easy to manage. How would serverless be applies to, say, a python script that streams Twitter tweets using websockets?

codefined 8y ago
You would probably use something like a queue[0] that takes in data from the websocket and dishes it out to lambda functions. You might also use something like Kinesis[1] or other alternatives. [0] https://aws.amazon.com/sqs/ https://aws.amazon.com/sqs/ [1] https://aws.amazon.com/kinesis/ https://aws.amazon.com/kinesis/
- stingraycharles 8y ago
  Yes of course, or I could send it into Kafka instead (which makes more sense to me). The point is, how would a serverless process looks like which doesn’t have a REST API and does this long term polling of websockets?
  - tlrobinson 8y ago
    Some platforms like Amazon Lambda let you set up functions to consume data from a variety of event sources: https://docs.aws.amazon.com/lambda/latest/dg/invoking-lambda-function.html https://docs.aws.amazon.com/lambda/latest/dg/invoking-lambda...
    - stingraycharles 8y ago
      How can I consume the Twitter stream API using that?
      - k__ 8y ago
        I don't know this specific API. Either it works with web-hooks that you could lead to a Lambda via API-Gateway. Or it needs to pull the data, then you could trigger Lambda via CloudWatch intervals.
      - tlrobinson 8y ago
        Unless the API can stream directly into one of those sources you'd probably need a long-running process, perhaps running on a CaaS like AWS Fargate. I guess you could argue where to draw the "serverless" line, at functions or containers, but Zeit is calling this container service "serverless" so I think Fargate would fall into the same category. I think it would make sense for Zeit to eventually support long-running containers too (looks like the current max is 30 minutes, I'm not sure how they chose that number)
      - rustyboy 8y ago
        It depends what you're doing with that stream, most basically you would create a nano/micro EC2 instance that will just trigger Lambda events on every new tweet. Or you could create some more intricate script that does a lot of pre-processing and then stores it in RDS or S3, and with each new update to either of those sources kick off a Lambda.
driverdan 8y ago
Serverless is fantastic for ETL and data analysis, especially for workloads that vary in scale (eg cronjobs). Feed data in, get data out with scaling as needed.
- jshen 8y ago
  but how do you feed data in? Usually, it's some other service on one of the big 3 cloud providers. I'm using google for my projects these days so it's a mix of Google PubSub and Dataflow. I think this is the issue/risk with serverless. You either get locked into one of the big 3, or you end up doing all of the ops work to run your own stateful systems. As some of the people above you said, managing and scaling the stateless HTTP components is not the hard/expensive part of the job.
  - whb07 8y ago
    How does one get locked in when it’s a simple function in X language? Seriously, serverless is just an endpoint they provide. You write the code and they handle everything else.
    - jshen 8y ago
      Because the function is the stateless easy part. To make any non trivial system, in a serverless way, you have to use their proprietary stateful systems. IN my case, google pubsub, google data flow, google datastore, Spanner, etc. that’s where the lock in happens.
      - fapjacks 8y ago
        Right, because serverless is actually just a cover for "de-commoditizing" the cloud services that companies like AWS built to commoditize datacenters. You hit the nail on the head. It's not completely useless to help less technical people solve the problems that folks like you and I consider "the easy part" and so people will find a use for it. But the primary utility of serverless is an attempt at solving Amazon's problem of being commoditized by containers.