Heroku: how does "log-runtime-metrics" collect statistics,under the hood? - heroku

I'm looking into Heroku performance monitoring.
In particular I found "log-runtime-metrics", and was wondering how it collects statistics under the hood? Is there some heroku API that exposes the state of each dyno (memory, cpu etc)? Or is it some Amazon API? Linux API?
Thanks

I've recently asked the same question to Heroku directly.
Check out http://log2viz.herokuapp.com/
You should see your App(s) available in in a list and can view real-time metrics there. This link isn't documented from the lab page https://devcenter.heroku.com/articles/log-runtime-metrics

Related

How to implement auto stop for iddle or inactive applications on Google cloud platform like Heroku does?

Classic approach on GCP is rent a linux host with static monthly payment. It doesn't matter if your application is not running or users aren't consuming it, you will always pay the static monthly payment. I think this is acceptable for production environments but for development and testing not.
This does not happen on Heroku :
If an app has a free web dyno, and that dyno receives no web traffic in a 30-minute period, it will sleep. In addition to the web dyno sleeping, the worker dyno (if present) will also sleep.
Free web dynos do not consume free dyno hours while sleeping.
Question
How stop or delete app on google (gae, cloud run, cloud build, containers) if does not receive web traffic?
If it is possible using just google tools it would be great:
https://cloud.google.com/products
Idea
Developing a basic router with nodejs which works as minimal balancer. If web traffic is not detected for some apps, an instruction to google cloud platform api could stop the app or container. This would also apply to other clouds.
Any help is appreciated.
Update
I cannot find any solution yet. I will try to add that feature here https://github.com/jrichardsz/http-operator or a basic shell script to detect incoming request to a specific port like How to print incoming http request on specific port
GCP is offering several serverless products (like you mentioned) and they offer a pricing where you are only charged for the resources you use (when requests are processed).
In Cloud Run you are only billed when an instance is handling a
request using the autoscaling to know more. See their pricing as well for a better overview.
For Google App Engine the app.yaml configuration file contains several settings you can use to adjust the trade-off between performance and resource load for a specific version of your app. You
also check this link how to manage the auto scaling settings.
You can also check this Google Cloud blog for other strategies in auto scaling your applications.
To answer the Comment below:
This video can help you better understand their differences to be able to see the appropriate service for your use case.
To clarify, there's 2 variations of cloud run, the first is managed by google and the other runs on gke. As long as your classic application (api app) is stateless, you should be able to deploy it as a container and take advantage of being charged based on only the resources you use. Snippets would fall under Cloud function where it only runs functions based on triggers.
You can choose to deploy your Cloud Run app on fully managed infrastructure ("serverless", pay per use, auto-scaling up rapidly and down to 0 depending on traffic) or on a Google Kubernetes Engine cluster.
It is also possible to run Docker containers in Serverless using App Engine (Flexible). App Engine is always fully managed, with auto-scaling. App Engine Flex auto-scales gradually and down to 1. App Engine Second Generation auto-scales up rapidly and down to 0.
In your current use case I would recommend to use Cloud Run, check its limitations first before getting started. See the official documentation here and on Cloud Run How-To Guides

How to implement any alerting based on Amazon Insights metrics

I want to create some kind of alerting (slack/telegram whatever) based on Amazon Insights metrics.
For example I want to push some message when CPU load is more than N% or when QUERY takes more than 0.1 CPU
Such information available in Insights however I have no idea how can I fetch it
After some research I found useful link about Insight API
on official site
https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_PerfInsights.API.html

How can I monitor Heroku multi-dynos app with Prometheus?

I need monitor apps deployed to Heroku by Prometheus monitoring system.
Problem is that if you have more dynos app, you need to know all IP address of your dynost to be able to pull metrics from all dynos.
For K8s or AWS we are able to get full list of PODs/instances, So you are able to do this.
So question is, do you know, how to get IPs of all dynos from Heroku?
I'm considering exposing the $DYNO environment variable as a label to all metrics so Prometheus can have a consistent view on which dyno it's scraping. Given a short enough scraping interval, all dynos should be able to scraped within reasonable time.
Pushgateway is not a recommended way of monitoring long-standing services.
So question is, do you know, how to get IPs of all dynos from Heroku?
This is not possible on the Heroku platform. The application dynos sit behind a load balancer, you do not have direct access to them.
I need monitor apps deployed to Heroku by Prometheus monitoring system.
Perhaps this could be split into two Prometheus jobs.
Monitor the application directly (at it's load-balanced *.herokuapp.com/metrics endpoint)
and use an exporter that gathers the dynos metrics via push somehow
Consider making use of a Heroku log drain to an exporter, converting the logs into a metrics endpoint.
There is also a private API available on Heroku application stats, not the best idea, but it might work well to gather the basic application stats. Have a look at the network requests in the Heroku dashboard to see how that works.
This would have some similarities with using a pushgateway, as described at https://prometheus.io/docs/practices/pushing/.

looking for Parse alternative server

I'm a hobby developer that use Parse.com as my database and website host, as Facebook is going to shutdown Parse.com, I'm now looking for alternative Parse server.
I use Parse's Cloud Code Hosting to build Dynamic Web App, and Parse itself to store data collected from the website I've build, with custom Cloud Code to help getting and managing data. I've build a Windows Phone app for myself to manage the data I've collected too.
Is there any alternative server that has my requirement?
Dynamic Website
Database host
Custom Cloud Code (with BeforeSave and AfterSave trigger)
with Windows Phone SDK (or REST API if doesn't have)
Very thank you for helping me!
Try out Hasura.
Hasura (http://www.hasura.io): Hasura is a neat PaaS + BaaS solution. It is now competing with Firebase, Kinvey, Heroku et al. There is a full comparison page here: Compare | Hasura (https://compare.beta.hasura.io) . The difference majorly lies in infra ownership as well as no tech lock-in due to open-source components(like docker, kubernetes,postgres) building the major chunk of the platform. Check it out. There is also an option to explore (https://explore.beta.hasura.io/) Hasura by building your own blog web app and a todo app in under 15 mins.
Hasura should fit in perfectly for your needs.
DISCLAIMER : Hasura Engineer here.
I'm using Simbla website application development. It doesn't support all of your requirments but it has great UI builder with a backend parse database.
You can try using the parse open source server it has cloud code and you can use a custom database with it.

What exactly is Heroku?

I just started learning Ruby on rails and I was wondering what Heroku really is? I know that its a cloud that helps us to avoid using servers? When do we actually use it?
Heroku is a cloud platform as a service. That means you do not have to worry about infrastructure; you just focus on your application.
In addition to what Jonny said, there are a few features of Heroku:
Instant Deployment with Git push - build of your application is performed by Heroku using your build scripts
Plenty of Add-on resources (applications, databases etc.)
Processes scaling - independent scaling for each component of your app without affecting functionality and performance
Isolation - each process (aka dyno) is completely isolated from each other
Full Logging and Visibility - easy access to all logging output from every component of your app and each process (dyno)
Heroku provides very well written tutorial which allows you to start in minutes. Also they provide first 750 computation hours free of charge which means you can have one processes (aka Dyno) at no cost. Also performance is very good e.g. simple web application written in node.js can handle around 60 - 70 requests per second.
Heroku competitors are:
OpenShift by Red Hat
Windows Azure
Amazon Web Services
Google App Engine
VMware
HP Cloud Services
Force.com
It's a cloud-based, scalable server solution that allows you to easily manage the deployment of your Rails (or other) applications provided you subscribe to a number of conventions (e.g. Postgres as the database, no writing to the filesystem).
Thus you can easily scale as your application grows by bettering your database and increasing the number of dynos (Rails instances) and workers.
It doesn't help you avoid using servers, you will need some understanding of server management to effectively debug problems with your platform/app combination. However, while it is comparatively expensive (i.e. per instance when compared to renting a slice on Slicehost or something), there is a free account and it's a rough trade off between whether it's more cost effective to pay someone to build your own solution or take the extra expense.
Heroku Basically provides with webspace to upload your app
If you are uploading a Rails app then you can follow this tutorial
https://github.com/mrkushjain/herokuapp
As I see it, it is a scalable administrated web hosting service, ready to grow in any sense so you don't have to worry about it.
It's not useful for a normal PHP web application, because there are plenty of web hosting services with ftp over there for a simple web without scalability needs, but if you need something bigger Heroku or something similar is what you need.
It is exposed as a service via a command line tool so you can write scripts to automate your deployments. Anyway it is pretty similar to other web hosting services with Git enabled, but Heroku makes it simpler.
That's its thing, to make the administration stuff simpler to you, so it saves you time. But I'm not sure, as I'm just starting with it!
A nice introduction of how it works in the official documentation is:
https://devcenter.heroku.com/articles/how-heroku-works
Per DZone: https://dzone.com/articles/heroku-or-amazon-web-services-which-is-best-for-your-startup
Heroku is a Platform as a Service (PaaS) product based on AWS, and is vastly different from Elastic Compute Cloud. It’s very important to differentiate ‘Infrastructure as a Service’ and ‘Platform as a Service’ solutions as we consider deploying and supporting our application using these two solutions.
Heroku is way simpler to use than AWS Elastic Compute Cloud. Perhaps it’s even too simple. But there’s a good reason for this simplicity. The Heroku platform equips us with a ready runtime environment and application servers. Plus, we benefit from seamless integration with various development instruments, a pre-installed operating system, and redundant servers.
Therefore, with Heroku, we don’t need to think about infrastructure management, unlike with AWS EC2. We only need to choose a subscription plan and change our plan when necessary.
That article does a good job explaining the differences between Heroku and AWS but it looks like you can choose other iaas (infrastructure) providers other than AWS. So ultimately Heroku seems to just simplify the process of using a cloud provider but at a cost.

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