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Monitoring Amazon Lambda with Graphite APIs

Integrating Amazon Lambda and Graphite APIs with your monitoring system

To integrate Amazon Lambda and Graphite APIs with your monitoring system, please reach out to MetricFire. Book a demo with the MetricFire team to discuss integrating Amazon Lambda and Graphite APIs and how that can support your monitoring system.

What is Amazon Lambda?

Amazon Lambda is a cloud-based, fully scalable service that lets you run code without managing or provisioning servers. Amazon Lambda will run your code when you need it and only charges you when you use it. You can run virtually any code for nearly all types of backend applications and services with no administration. Amazon looks after it all for you, including code monitoring and logging, capacity provision and scaling, and operating system and server maintenance.

You can use code that responds automatically to an Amazon DynamoDB table or Amazon's Simple Storage Service (Amazon S3). You can also invoke code using API calls made using AWS SDKs or write code to respond to HTTP requests using Amazon API Gateway. Plus, you can write functions for serverless applications that you can automatically deploy using AWS CodeBuild and AWS CodePipeline. You can create backend services that take advantage of Amazon Web Services inbuilt security, scale, and performance, plus use Amazon Lambda to extend other AWS services with custom logic.

 

More importantly, Amazon Lambda automatically monitors your code on your behalf and reports metrics through Amazon CloudWatch. Amazon Lambda automatically tracks the number of requests, the invocations per request, and the number of errors triggered by a request. 

With MetricFire, you can turbocharge your Amazon Lambda code monitoring services. By integrating Amazon CloudWatch with the MetricFire platform, you can display your Amazon Lambda metrics on aesthetically pleasing dashboards. MetricFire's advanced filtering lets you choose only the data views you want to see and discard the rest. You can also set up simple rules to discard data you no longer keep, plus you can receive alerts via email or Slack when your code is doing something it shouldn't.

What is Graphite APIs?

Graphite-API is a tool designed to fetch metrics from time series databases such as Whisper or Cyanite. Once it has gathered the metrics, it then renders graphs or JSON data out of each of these time series. Graphite-API is an API-based alternative to Graphite-web, so it does not have any built-in dashboard. Instead, this AP server tool replicates Graphite-web behavior, and works with the abundant Graphite dashboard applications available on the market such as Grafana.

The Graphite-API application comes with several improvements over Graphite-web:

  • The Graphite-API application is entirely stateless and doesn't require a SQL database to function.
  • It supports both Python 2 and 3.
  • The HTTP API accepts JSON data and allows the formation of data and query string parameters.
  • The application is straightforward for the user to install and configure.
  • Graphite-API architecture is simpler, almost minimalistic, and it has fewer moving parts than Graphite-web.
  • It comes with a plugin architecture for integrating with time series databases or for adding more analysis functions.
  • The API codebase has a stronger focus on test coverage and code quality.

 

Graphite API does not come with any web or graphical interfaces. This feature gap is where MetricFire comes into its own.

With our Hosted Graphite solution, we've taken the best parts of open-source Graphite and supercharged them. We also added everything missing in Graphite: a built-in agent, team accounts, granular dashboard permissions, and integrations with other technologies and services like AWS, Heroku, logging tools, and more. Hosted Graphite's advanced filtering lets you choose only the data views you want to see, so you can discard the rest. You can also set up simple rules to discard data you no longer keep, plus receive alerts via email or the Slack messaging platform.

How to integrate Amazon Lambda and Graphite APIs with your monitoring system

To integrate Amazon Lambda and Graphite APIs with your monitoring system, sign up for a free trial with MetricFire. Talk with the MetricFire team about how to integrate Amazon Lambda and Graphite APIs and get Amazon Lambda and Graphite APIs interacting with your MetricFire dashboards directly.

What is MetricFire?

MetricFire is a full-scale platform that provides infrastructure, system, and application monitoring using a suite of open-source monitoring tools. We enable you to use Hosted Graphite and aesthetic custom dashboards to visualize your metrics so you can understand what is happening.

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MetricFire offers users a complete ecosystem of end-to-end infrastructure monitoring, comprised of popular open-source monitoring software services: Graphite and popular dashboards. Plugins for many other open-source projects are preconfigured, such as StatsD, collectd, and Kubernetes. You get all these within a hosted environment as a single product. Not only does MetricFire fit well into the infrastructure monitoring use-case, such as network monitoring and server monitoring, but we also do application monitoring and business intelligence.

         

Through this hosted environment, MetricFire boosts the unique features of open-source projects to give you more functionality than the original products. Below are some of the MetricFire features at a glance: 

  • Cloud Monitoring

  • Hosted Graphite

  • Dashboards


The key thing to remember is that Hosted Graphite by MetricFire is more than just Graphite. Our Hosted Graphite product actually adds data dimensionality and better data storage.

       

The benefits of MetricFire are:

  • Simple, low-cost pricing
    A structured pricing model based on unique time series metrics allows you to work within your budget. The predictability and transparent pricing allow you to keep your costs in check and plan for the future. 1 metric is 1 metric.


  • Easy-to-use dashboards
    Easily share your dashboards with clients for free.


  • Responsive alerting
    Alert notification integrations PagerDuty, Slack, email, and webhooks.


  • Freedom of customization
    Custom metrics through your code.


  • Fantastic customer support
    Highly available support is provided by engineers for engineers to get you set up quickly.


  • Enterprise-ready
    Dedicated clusters for users that need their own environment. 
      
The author for this testimonial, Jim Davies, Head of DevOps, MoneySuperMarket.com.
“As MetricFire scales effortlessly, we can push and store more metrics than we really need today but might need tomorrow. This increases our depth of understanding of the systems that we run and heads off any future problems.”
Jim Davies, Head of DevOps, MoneySuperMarket.com.

Don't just take our word for it

Why thousands of engineers choose us:

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Vendor lock-in's not our thing. We’re believers in you still owning your data, so you can request a full export at any time. That means you get all the benefits of an open-source tool, but with the security and stability of a SaaS tool.

“We now have over ten times the amount of metrics we started with, and on different accounts. One of the great things about MetricFire is that scaling to support this increase has been hassle-free, requiring no additional work on our side.”

Maxime Audet, Cloud-Ops Team Lead, Coveo

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Save valuable engineering time and stick within your budget. We're known for our predictable and transparent pricing so it's easy to keeps costs under control.

“Building and managing an on-premise installation at this scale would require a lot of engineer time, especially in the first year...we use this engineering time to work on initiatives closer to our core business”

Jim Davies, Head of DevOps, MoneySuperMarket.com

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Transparency is at the root of how we operate: from pricing to postmortems we're open about how we do things. We even publish our internal system metrics to our public status page.

“There’s complete transparency with everything MetricFire do which means we can accurately predict what we’ll be spending and comfortably keep within our budget.”

Itai Yaffe, Big Data Developer, Nielsen

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Our first line, technical support comes from engineers, for engineers. So you get highly detailed, expert support when you need it.

"Every time I have a question, I get an answer from support after just a couple of hours. Their technical knowledge is excellent.”

Shahar Kobrinsky, VP of Architecture and Scale, Eyeview

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Questions?

Don’t see the integration you’re looking for? Need help setting up your monitoring? Get in touch and one of our engineers will help you out.

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