OpenTelemetry Integrations

Around 25 million engineers work across dozens of distinct functions. Engineers are using New Relic as every company is becoming a software company to gather real-time insight and trending data on the performance of their software. This allows them to be more resilient and provide exceptional customer experiences. New Relic is the only platform that offers an all-in one solution. New Relic offers customers a secure cloud for all metrics and events, powerful full-stack analytics tools, and simple, transparent pricing based on usage. New Relic also has curated the largest open source ecosystem in the industry, making it simple for engineers to get started using observability.

Datadog is the cloud-age monitoring, security, and analytics platform for developers, IT operation teams, security engineers, and business users. Our SaaS platform integrates monitoring of infrastructure, application performance monitoring, and log management to provide unified and real-time monitoring of all our customers' technology stacks. Datadog is used by companies of all sizes and in many industries to enable digital transformation, cloud migration, collaboration among development, operations and security teams, accelerate time-to-market for applications, reduce the time it takes to solve problems, secure applications and infrastructure and understand user behavior to track key business metrics.

Kubernetes (K8s), an open-source software that automates deployment, scaling and management of containerized apps, is available as an open-source project. It organizes containers that make up an app into logical units, which makes it easy to manage and discover. Kubernetes is based on 15 years of Google's experience in running production workloads. It also incorporates best-of-breed practices and ideas from the community. Kubernetes is built on the same principles that allow Google to run billions upon billions of containers per week. It can scale without increasing your operations team. Kubernetes flexibility allows you to deliver applications consistently and efficiently, no matter how complex they are, whether you're testing locally or working in a global enterprise. Kubernetes is an open-source project that allows you to use hybrid, on-premises, and public cloud infrastructures. This allows you to move workloads where they are most important.

Definitive functions are the heart of extensible programming. Python supports keyword arguments, mandatory and optional arguments, as well as arbitrary argument lists. It doesn't matter if you are a beginner or an expert programmer, Python is easy to learn. Python is easy to learn, whether you are a beginner or an expert in other languages. These pages can be a helpful starting point to learn Python programming. The community hosts meetups and conferences to share code and much more. The documentation for Python will be helpful and the mailing lists will keep in touch. The Python Package Index (PyPI), hosts thousands of third-party Python modules. Both Python's standard library and the community-contributed modules allow for endless possibilities.

Docker eliminates repetitive, tedious configuration tasks and is used throughout development lifecycle for easy, portable, desktop, and cloud application development. Docker's complete end-to-end platform, which includes UIs CLIs, APIs, and security, is designed to work together throughout the entire application delivery cycle. Docker images can be used to quickly create your own applications on Windows or Mac. Create your multi-container application using Docker Compose. Docker can be integrated with your favorite tools in your development pipeline. Docker is compatible with all development tools, including GitHub, CircleCI, and VS Code. To run applications in any environment, package them as portable containers images. Use Docker Trusted Content to get Docker Official Images, images from Docker Verified Publishings, and more.

Cloud-based solution for observability that helps businesses manage and track workload and performance through a single dashboard. Monitor all the services you run on your cloud without compromising cost, granularity or scale. Groundcover is a cloud-native APM solution that makes observability easy so you can focus on creating world-class products. Groundcover's proprietary sensor unlocks unprecedented granularity for all your applications. This eliminates the need for costly changes in code and development cycles, ensuring monitoring continuity.

Express is a lightweight and flexible Node.js framework that offers a wide range of features for mobile and web applications. It is easy to create a robust API using a variety of HTTP utility methods and middleware. Express offers a thin layer that covers the core web application features without obscuring the Node.js features you already love. Express does not have any notion of a database. Third-party Node modules allow you to interface with almost any database. Express does not recognize 404 responses as errors and will not capture them. This is because a response of 404 indicates that there is no additional work to be done. Express has executed all middleware functions, routes, and found none of them to be responsive.

You may be wondering why Ruby is so popular. It is a beautiful and artistic language, according to its fans. They also say it's practical and useful. Ruby has attracted devoted coders around the world since its 1995 release. Ruby was widely accepted in 2006. Active user groups were formed in major cities around the globe and Ruby-related conferences were full to capacity. Ruby-Talk, the main mailing list for discussion about the Ruby language, saw an average of 200 messages per daily in 2006. As the community has grown, the number of messages per day on Ruby-Talk has fallen. Ruby ranks among the top 10 in most indices that measure popularity and growth of programming languages around the world (such as TIOBE index). The popularity of Ruby on Rails, especially the Ruby on Rails web framework, is responsible for a large part of this growth.

It is now easier than ever to create services with Go thanks to the strong ecosystem of APIs and tools available on major cloud providers. Go allows you to create elegant and fast CLIs using popular open-source packages and a robust standard repository. Go powers fast, scalable web applications thanks to its enhanced memory performance and support of several IDEs. Go supports both DevOps as well as SRE with its fast build times and lean syntax. All you need to know about Go. Get started on a project or refresh your knowledge about Go code. Three sections provide an interactive introduction to Go. Each section ends with a few exercises that allow you to put what you have learned into practice. Anyone can use a web browser to create Go code that we instantly compile, link, then run on our servers.

Millions of developers have used or used ASP.NET 4.x for creating web apps. ASP.NET Core is a redesigned version of ASP.NET 4.x. It includes architectural changes that make it more modular and efficient. ASP.NET Core 3.x or later can only target.NET Core. ASP.NET Core generally consists of.NET Standard library. Libraries written with.NET Standard2.0 run on any.NET platform which implements.NET Standard2.0. Targeting.NET Core has many benefits, and these benefits increase with each release. Tag Helpers allow server-side code participate in creating and rendering HTML elements within Razor files. Your web APIs can reach a wide range of clients with built-in support for multiple data types and content negotiation.

Free. Cross-platform. Open source. Open source platform for developing all your apps. You can create native apps for Android and iOS from one code base. Your.NET apps can be written in C# or F#, as well as Visual Basic. You can use your skills, code, favorite libraries, and code wherever you use.NET. These videos will show you more about.NET. .NET is open-source and we are grateful for all the contributions from the community.

The Java™, Programming Language is a general purpose, concurrent, strongly typed and class-based object-oriented programming language. It is usually compiled according to the Java Virtual Machine Specification's bytecode instruction set. All source code in the Java programming language is first written in plain text files that end with the.java extension. The javac compiler compiles these source files into.class files. A.class file doesn't contain native code for your processor. Instead, it contains bytecodes (the machine language of the Java Virtual Machine1 [Java VM]). The java launcher tool will then run your application with an instance Java Virtual Machine.

PHP is fast, flexible, and pragmatic. It powers everything, from your blog to the most visited websites in the world. PHP 8.0.20 is now available from the PHP development team. You don't even need to use a search box when accessing the PHP.net website. To access pages, you can use PHP.net URLs.

C# (also pronounced "See Sharp"), is a modern, object oriented and type-safe programming language. C# allows developers to create many types of secure, robust applications that run in.NET. C# is rooted in the C family languages and will be familiar to JavaScript, C++, Java and JavaScript programmers. This tour will give you an overview of the main components of C# 8 or earlier. C# is an object-oriented and component-oriented programming language. C# supports these concepts directly with language constructs. This makes C# an easy language to create and use software components. C# has been evolving over time to support new software design practices and workloads. C# is an object-oriented programming language. You can define types and their behavior.

Swift code is interactive and fun to write. The syntax is concise and expressive, and Swift has modern features developers love. Swift code is safe and produces software that runs lightning fast. Swift is the result years of experience building Apple platforms and the most recent research on programming languages. Swift's APIs are easy to understand and maintain because the names of parameters are written in a simple syntax. You don't even have to use semi-colons. Modules eliminate headers and provide namespaces, while inferred types make code more readable and less likely to be misinterpreted. Strings support international languages and emoji best. They are Unicode-correct and use UTF-8-based encoding to maximize performance for a wide range of use cases. Concurrent code can be written with simple keywords that define asynchronous behavior. This makes your code easier to read and less likely to make errors.

Rust is lightning fast and memory efficient. It doesn't require a runtime or garbage collector and can run on embedded devices and integrate with other languages. Rust's rich type system, ownership model, and memory-safety guarantee thread-safety. This allows you to eliminate many types of bugs at compile time. Rust is a great tool with excellent documentation and a friendly compiler that displays useful error messages. Rust's strong ecosystem makes it easy to create a CLI tool. Rust makes it easy to maintain your app and distribute it with confidence. Rust can be used to turbocharge JavaScript one module at a while. You're ready to go!

Elixir is an expressive, dynamic language that allows you to create scalable and maintainable applications. Elixir uses the ErlangVM, which is known for its low latency, distributed, fault-tolerant, and fault-tolerant system. Elixir has been successfully used in web development and embedded software. It also supports data ingestion and multimedia processing across many industries. To get started with Elixir, check out our getting started guide or our learning page. All Elixir code runs within lightweight threads of execution, also known as processes. These processes are isolated and exchange information through messages. Because they are lightweight, it is possible to have hundreds of thousands or more processes running simultaneously on the same machine. Isolation allows for processes to be separated, reducing system-wide pauses and making use of all machine resources as efficiently possible (vertical scaling). The process can also communicate with other processes on the same network.

You can handle more requests with less resources than traditional stacks or frameworks that rely on blocking I/O. Vert.x works well in all types of execution environments, even constrained ones like containers and virtual machines. People have told you that asynchronous programming is too difficult. Vert.x programming is easy to use, and we don't believe in sacrificing accuracy or performance. You can save money and reduce waste by not wasting resources. Pick the model that best suits your task, including callbacks, promises and futures, reactive extensions, and (Kotlin), coroutines. Vert.x is not a framework but a toolkit. It is easily reusable and embeddable. We don't have a strong opinion about how your application structure should look. As you create your application, choose the modules and clients that you require and then compose them.

SigNoz can be used as an open-source alternative to Datadog or New Relic. A single tool that can handle all your observability requirements, including APM, logs and metrics, exceptions and alerts, dashboards, and dashboards. You don't have to manage multiple tools. You can use the powerful query builder and great charts that come with the software to dig deeper into data. By using an open-source standard, you are not locked into a vendor. OpenTelemetry's auto-instrumentation libraries can help you get started quickly and with minimal code changes. OpenTelemetry provides a single-stop solution to all your telemetry requirements. A single standard for telemetry signals increases developer productivity and consistency within teams. Write queries for all telemetry signals. Apply filters and formulas and run aggregates to gain deeper insights. SigNoz uses ClickHouse, a fast open source distributed columnar database. Ingestion and aggregates are lightning fast.

Get a deep understanding of your cloud-native applications, from microservices architectures to serverless architectures, and quickly identify the root causes of problems. APM can be used to identify anomalies, map dependencies and simplify investigations of outliers. Optimize your code with support for popular programming languages, OpenTelemetry and distributed tracing. Identify performance issues using an automated and curated visual representation that includes all dependencies including cloud, messaging and data stores, as well as third-party services, and their performance data. Drill down into anomalies, transactional details, and metrics to perform a deeper analysis.

Uptrace, an OpenTelemetry based observability platform, helps you monitor, understand and optimize distributed systems. Monitor your entire stack of applications on a compact and informative dashboard. You can get a quick view of all your hosts, services, and systems. Distributed tracing lets you see how a request moves through different services and systems, the timing for each operation, and any errors that occur. Metrics let you measure, visualize and monitor different operations quickly and efficiently using heatmaps, histograms and percentiles. Receive a notification if your app is down, or a performance anomaly has been detected. This will help you recover from incidents faster. You can monitor all of these things using the same query: spans. logs. errors. and metrics.

JavaScript is a web scripting language and programming language that allows developers to create dynamic elements on the internet. Client-side JavaScript is used by over 97% of all websites. JavaScript is the most popular scripting language on the internet.

C++ is a simple language with clear expressions. ...), but once one knows the meaning of such characters it can be even more schematic and clear than other languages that rely more on English words. C++'s simplified input/output interface and incorporation of the standard library of templates make data manipulation and communication much easier than in C. It is a programming model in which each component is treated as an object. This replaces or complements the structured programming paradigm that focuses on procedures and parameters.

Quarkus will tailor your application for GraalVM or HotSpot. Amazingly fast boot time and extremely low RSS memory (not just heap sizes!) It allows for near-instant scale-up and high-density memory usage in container orchestration platforms such as Kubernetes. We use a technique we call compile time boot. Quarkus is a full-stack framework that is cohesive, fun to use, and makes use of a growing number of best-of-breed library libraries. Unified configuration and native executable generation are the key to optimizing developer joy. Zero configurations, live reload within a blink of an eye, and simplified code for the 80% most common uses, while remaining flexible for the 20% remainder. Combining Quarkus with Kubernetes creates an ideal environment to create lightweight, scalable applications. Quarkus significantly improves developer productivity through tooling, prebuilt integrations, and application services.

Tool for monitoring application performance for distributed systems. Designed for microservices, container-based architectures (Kubernetes), cloud-native architectures and microservices. SkyWalking can collect and analyze 100+ billions of telemetry data. Support log formatting, extract metrics and various sampling policy through script pipeline with high performance. Support service-centric and API-centric alarm rules. Support for forwarding alarms, telemetry data and all to third party. Support for metrics, traces and logs of mature ecosystems such as e.g. Zipkin, OpenTelemetry, Prometheus, Zabbix, Fluentd.