aws-otel-lambda
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aws-otel-lambda
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OpenTelemetry in 2023
OpenTelemetry is being pushed as a replacement for AWS X-Ray SDKs by AWS, but it's in such a broken state for Lambda right now. A 200-500% performance penalty for using it is insane[1][2].
[1]: https://github.com/aws-observability/aws-otel-lambda/issues/...
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Serverless Spy Vs. Spy Chapter 2: AWS Distro for OpenTelemetry Lambda vs X-Ray SDK
The documentation for Lambda gives example code for the different languages. To shorten the long way from example code to running code, I will show you ready-to-run CDK code for Python, Node and GO with a serverless architecture. With Lambda, we are using the AWS X-Ray exporter in the collector. If you want to build your own layer, clone the repo AWS-managed OpenTelemetry Lambda Layers. To do that, learn GO here. You might know the creator of the site 😉 .
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Struggling to connect the dots - ADOT with Lambda using aws-otel-nodejs Lambda layer, not sure how to go from here to using custom instrumentation (e.g. instrumentation-pg, instrumentation-graphql, etc).
Sorry you're having trouble working with the ADOT Lambda Layers :(. Have you had a chance to open an issue on the GitHub repo for OTel Lambda or ADOT Lambda? You should add your expected vs your actual output!
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How to solve "Cannot redefine property: handler" on AWS Lambda
Shimmer is a monkeypatching library that a telemetry extension for AWS Lambda was using.
docs
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OpenTelemetry in 2023
Prometheus text exposition format is de-facto standard used in monitoring. It would be great building an official observability standard on top it. This format is much easier to debug and understand than OpenTelemetry for metrics. It is also more efficient, e.g. it requires less network bandwidth and less CPU for transfer than Otel for metrics.
[1] https://github.com/prometheus/docs/blob/main/content/docs/in...
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Kubernetes prometheus metrics for running pods and nodes?
I've set up prometheus to monitor kubernetes metrics by following the prometheus documentation.
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Minimal, allocation-free OpenMetrics implementation for no-std/embedded Rust
It was added back to Prometheus.
https://github.com/prometheus/docs/blob/main/content/docs/in...
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What is promeetheus monitoring?
Exporters are third-party tools that send metrics to the Prometheus server. When Prometheus cannot access metrics, it uses exporters. These exporters export metrics from systems and send the metrics to the Prometheus server. There are official and non-official exporters in Prometheus' GitHub organization.
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Energy monitor exporter?
Now I'm looking for another energy monitor and I'm really struggling to find one! https://github.com/prometheus/docs/blob/main/content/docs/instrumenting/exporters.md
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Monitoring Rust web application with Prometheus and Grafana
Metrics are exposed in a simple text-based format.
What are some alternatives?
signoz - SigNoz is an open-source observability platform native to OpenTelemetry with logs, traces and metrics in a single application. An open-source alternative to DataDog, NewRelic, etc. 🔥 🖥. 👉 Open source Application Performance Monitoring (APM) & Observability tool
flight-manual.atom.io - 📖 Documentation for Atom, generated by nanoc, hosted by GitHub Pages
opentelemetry-js-contrib - OpenTelemetry instrumentation for JavaScript modules
community - OpenTelemetry community content
b3-propagation - Repository that describes and sometimes implements B3 propagation
windows_exporter - Prometheus exporter for Windows machines
zipkin-api - Zipkin's language independent model and HTTP Api Definitions
rust-prometheus - Prometheus instrumentation library for Rust applications
skywalking - APM, Application Performance Monitoring System
terraform-aws-jaeger - Terraform module for Jeager
aws-otel-js - AWS Distro for OpenTelemetry JavaScript SDK
prometheus - The Prometheus monitoring system and time series database.