aws-otel-lambda
opentelemetry-go
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aws-otel-lambda | opentelemetry-go | |
---|---|---|
4 | 127 | |
133 | 4,765 | |
10.5% | 3.0% | |
8.9 | 9.6 | |
10 days ago | 7 days ago | |
HCL | Go | |
Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
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.
opentelemetry-go
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Taming the Multi-Headed Beast: Maintaining SDKs in Production for Years
Our first approach was to implement a separate SDK for each independent technology stack. We decided to use OpenTelemetry which is widely adopted and covers most of our needs.
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On Implementation of Distributed Protocols
Distributed system administrators need mechanisms and tools for monitoring individual nodes in order to analyze the system and promptly detect anomalies. Developers also need effective mechanisms for analyzing, diagnosing issues, and identifying bugs in protocol implementations. Logging, tracing, and collecting metrics are common observability techniques to allow monitoring and obtaining diagnostic information from the system; most of the explored code bases use these techniques. OpenTelemetry and Prometheus are popular open-source monitoring solutions, which are used in many of the explored code bases.
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Observability at KubeCon + CloudNativeCon Europe 2024 in Paris
OpenTelemetry
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Enhancing API Observability Series (Part 3): Tracing
When choosing distributed tracing tools, considerations include your technology stack, business requirements, and monitoring complexity. Zipkin, SkyWalking, and OpenTelemetry are popular distributed tracing solutions, each with its unique features.
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Beyond Code Completion: Better Prompt Context to Supercharge Your AI Coding Workflow
You can follow this process with any large token AI system like Claude by identifying tracing data relevant to the code you are working on, using it as context to prompt OpenAI or other LLMs. Generally, you’d generate tracing data by implementing OpenTelemetry (aka OTEL) libraries into your application, adding spans to your functions with Jaeger, or using commercial SaaS tools like Honeycomb and Datadog.
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Open Telemetry: Observing and Monitoring Applications
While many programming languages provide robust support for Open Telemetry, this instance focuses on Golang. It's important to note that, in the current context, the logs SDK for Golang is not implemented. For future reference consult the list of supported languages and explore the Open Telemetry repositories. Always prioritize the main repository and its contrib repository, housing extensions and instrumentation libraries crucial to the Open Telemetry framework. Stay updated with the latest developments to ensure seamless integration and enhanced functionality.
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Show HN: OneUptime – Self Hosted Open Source Datadog Alternative
OneUptime (https://github.com/oneuptime/oneuptime) is the open-source alternative to DataDog. It's 100% free and you can self-host it on your VM / server / cloud or you can use SaaS at https://oneuptime.com
NEW UPDATES (since we last posted to HN): We now support OpenTelemetry (https://opentelemetry.io/) natively which will help you to monitor, observe and debug any app, service, database or stack.
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The Lord of Playwright: The Two Traces
OpenTelemetry is the fastest growing Cloud Native Computing Foundation (CNCF) project. It standardizes the instrumentation and collection of traces, metrics, and logs from applications, and is supported by all the major observability projects, languages, and tools. One standard to rule them all!
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Observabilidade de microsserviços com OpenTelemetry e Amazon OpenSearch [Lab Session]
OpenTelemetry is a collection of tools, APIs, and SDKs. Use it to instrument, generate, collect, and export telemetry data (metrics, logs, and traces) to help you analyze your software’s performance and behavior. https://opentelemetry.io/
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Sumo Logic and Tracetest: AI-Driven Observability Meets Testing
Tracetest uses your existing OpenTelemetry traces to power trace-based testing with assertions against your trace data at every point of the request transaction. You only need to point Tracetest to your existing trace data source, or send traces to Tracetest directly!
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
skywalking - APM, Application Performance Monitoring System
opentelemetry-js-contrib - OpenTelemetry instrumentation for JavaScript modules
b3-propagation - Repository that describes and sometimes implements B3 propagation
YARP - A toolkit for developing high-performance HTTP reverse proxy applications.
zipkin-api - Zipkin's language independent model and HTTP Api Definitions
opentelemetry-dotnet - The OpenTelemetry .NET Client
opentelemetry-go-contrib - Collection of extensions for OpenTelemetry-Go.
aws-otel-js - AWS Distro for OpenTelemetry JavaScript SDK
graylog - Free and open log management