Alternatives to Spark Framework

It is not easy to develop RESTful web service that support exposing data in a variety representation media types, and abstract away the low level details of client-server communications without a good toolkit. A standard and portable JAX RS API was designed to simplify the development and deployment of RESTful web service clients and services in Java. Jersey RESTful Web Services 3. x Framework is an open source, production-quality framework that supports Jakarta RESTful Web Services 3.0. Jersey framework is much more than JAX-RS's reference implementation. Jersey's API extends JAXRS with new features. GlassFish will continue to track the JAX-RS API, and release regular releases of production-quality reference implementations. APIs are provided to extend Jersey and build a community. It makes it easy to create RESTful Web Services using Java and the Java Virtual Machine.

Javalin is a very simple framework. It has very few concepts to learn. You never extend classes, and you rarely implement an interface. Javalin is a few thousand lines on top of Jetty and its performance is the same as raw Jetty code. It's easy to understand the source code due to its size. Other Java and Kotlin frameworks offer one version per language. Javalin was designed with interoperability as a priority. Apps are built in the same way for Java and Kotlin. Javalin is built on Jetty, the most popular and stable web server on the JVM. You can configure Jetty to include SSL, HTTP3, and everything else it offers.

A Node.js webservice framework that is optimized for building semantically-correct RESTful web services. It can be used for production use at large scale. Restify optimizes for performance and introspection. It is used in some the largest Node.js deployments. Scale requires that problems are traced back to their source by seperating noise from signal. Restify was built from the ground up with postmortem debugging in view. The project's primary goal is to stay true to the spec. There will be references to RFCs throughout GitHub issues as well as the codebase. Restify is used by some the most well-respected companies in the industry to power some the largest Node.js deployments on the planet Earth. It is the future of Node.js REST Development. It is easy to set up a server. Similar to many other Node. Restify, a js-based REST framework, uses a Sinatra-style syntax to define routes and handlers that serve them.

FastAPI is an advanced web framework that allows you to build APIs using Python 3.7+. It uses standard Python type hints. Fast: Very high-performance, on par with NodeJS or Go (thanks Pydantic and Starlette). One of the fastest Python Frameworks available. Reduce code duplication and get multiple features out of each parameter declaration.

You can create powerful, scalable apps with minimal overhead and all the functionality you need. Your code is yours. hapi was originally developed to support Walmart's Black Friday sales. It continues to be a trusted choice for enterprise-grade backend requirements. Every line of code that you receive when you install hapi has been validated. You don't have to worry about a deep dependency being neglected or handed to someone untrustworthy. hapi is the only leading framework that doesn't have any code dependencies. hapi needs the most secure settings to manage and control code. This includes 2FA for all contributors. Every component of hapi comes with the most secure defaults. Along with protecting server load through payload limits and timeouts, the hapi block error messages that could leak information. Node Framework's most comprehensive authorization and authentication API.

CherryPy lets developers build web applications the same way as they would any other object-oriented Python programme. This allows for smaller source code to be developed in less time. CherryPy has been around for more than ten year and has proven to be reliable and fast. Many sites, from the most basic to the most demanding, use it in production. To get the most out of CherryPy you should begin with the tutorials which will guide you through the most important aspects of the framework. After you have completed the tutorials, you may want to look at the advanced and basic sections to see how certain operations are implemented. You will also want to read the configuration and extension sections, which go into detail about the powerful features of the framework.

Express's new web framework Koa was created by the team behind Express. It aims to be a smaller and more expressive web framework that can be used to build web applications and APIs. Koa leverages async functions to eliminate callbacks and improve error handling. Koa doesn't bundle any middleware in its core. It provides an elegant suite that makes writing servers fast and fun. A Koa application is an object that contains a collection of middleware functions. These functions are composed and executed in a stack-like fashion upon request. Koa is similar in design to Ruby's Rack and Connect. However, Koa provides high-level "sugar", at the low-level middleware layer. This increases interoperability and robustness and makes middleware writing much more enjoyable.

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.

It is based upon the concept of Model,View and Controllers. The framework is designed with a clean style in mind, which results in code that can be maintained for a long time. Other popular frameworks are designed with the mindset of launching quickly. This leads to code that is easy to deploy, but becomes complex after several iterations. Apache or gunicorn is an example of a control process. When the controller process is started, it receives a manifest. All requests sent to the controller process are routed to the program in the manifest. A manifest is a collection of programs. A user sends a request to a controller process. This can be either a web request or a command-line invocation or any other action handled by a Controller Process.

Flask is a lightweight WSGI framework for web applications. It's easy to use and can scale up to complex applications. It started as a wrapper for Jinja and Werkzeug, and has since grown to be one of the most popular Python web app frameworks. Flask is a suggestion tool that doesn't require any dependencies. The developer can choose the tools and libraries that they prefer. The community has many extensions that make it easy to add new functionality.

Bottle is a lightweight, fast and simple WSGI micro-web framework for Python. It is distributed in a single module file and does not have any dependencies except for the Python Standard Library. Support for clean and dynamic URLs. Requests to function call mapping. Built-in template engine that is fast and pythonic, and supports mako2, jinja2 or cheetah. Access to form data, file uploads cookies, headers, and other HTTP metadata. Built-in HTTP Development Server and support for paste bjoern gae cherrypy or other WSGI capable HTTP servers.

API development is dramatically simplified by using multiple interfaces. With hug, you can design and develop an API once, and then expose it to your clients in the way they need. Hug is the fastest way to create Python3 APIs, whether you want to do it locally, via HTTP or on the command line. Hug has been designed with performance in the forefront of its mind. It is designed to only consume resources when needed and is compiled with Cython for amazing performance. Huge is one of the fastest Python Frameworks. It is also the fastest high-level Python 3 framework. With hug, you can specify which versions or ranges of versions your API supports. This will then be enforced and communicated automatically to the API's users.

Slim is a great tool for creating APIs that consume data, repurpose it, or publish it. Slim is a great tool to create rapid prototypes. You can even create full-featured web apps with user interfaces. Slim is also super fast and requires very little code. You don't need to use a solution that has everything like Symfony and Laravel. These are excellent tools, no doubt. They are often overkill. Slim offers a minimal set that does exactly what you need. You will need a webserver like Nginx, Apache or similar. Slim apps contain routes that respond to HTTP requests. Each route calls a callback, and returns an HTTP reply. To get started you must first configure and instantiate the Slim application. Next, you define your application routes.

TypeScript and Node.js frameworks for building microservices and APIs that are extensible. LoopBack core that is TypeScript/ES2017 compliant to provide great extensibility. You can easily create powerful APIs with this new creative experience. A new programming model with dependency injection, new concepts like components, mixins and repositories. This version is the most extensible yet. LoopBack 4 CLI can be used to create a project or extend it. The CLI is the fastest way to start a LoopBack 4 project. It follows best practices. LoopBack is an extensible, open-source Node.js framework. It allows you to create dynamic REST APIs without any coding. Access data from the major relational databases MongoDB, SOAP and REST APIs. Integrate model relationships and access control for complex APIs.

A Ruby framework that allows you to create REST-like APIs.

Built on top of standard HTML, CSS, and JavaScript with intuitive APIs and world-class documentation. Reactive, compiler-optimized rendering system that rarely needs manual optimization. An ecosystem rich in features that can be easily adopted incrementally. It can scale between a library or a fully-featured framework. Vue is a JavaScript framework that allows you to build user interfaces. It is built on top of JavaScript, CSS, and standard HTML and offers a declarative and component-based programming structure that allows you to efficiently create user interfaces, no matter how simple or complex. Vue extends the standard HTML with a template syntax, which allows us to describe HTML output using JavaScript state. Vue tracks JavaScript state changes automatically and updates the DOM as soon as they occur. Vue is a framework that provides most of the features required for frontend development.

Welcome to Nancy. Our main inspiration was the Sinatra framework in Ruby, and Nancy was named for the daughter of Frank Sinatra. NancyFx is a project umbrella that contains all components. Nancy is a lightweight framework for building HTTP services using.NET Mono. The framework's goal is to provide a super-duper happy path for all interactions. Nancy has been designed to have sensible defaults. You can go from nothing to a website in just a few minutes with Nancy. Nancy is designed to run anywhere, and we mean that. Nancy was built from the beginning to be independent of existing frameworks. Nancy is built with the.NET Framework client profile and can be used anywhere.

Create asynchronous server and client applications. Simple and easy to use, you can create anything from microservices up to multiplatform HTTP clients. Open Source, fun, and free! Ktor was built from the ground-up using Kotlin. You can use a multiplatform, concise language with asynchronous programming and an intuitive imperative flow. Ktor lets you use only the features you need and structure your application in the way you want. You can also easily extend Ktor by adding your own plugin. JetBrains is the creators of IntelliJ IDEA and Kotlin. JetBrains uses Ktor internally as well as with our customers. You also get top-notch support for your tooling!

High-performance, extensible, minimalist Go web framework. Highly optimized HTTP router that uses zero dynamic memory allocation and intelligently prioritizes routes. Build a robust and scalable API that can be easily organized into different groups. Install TLS certificates automatically from Let's Encrypt. HTTP/2 support increases speed and improves user experience. You can choose from a variety of middlewares that are already built-in, or you can define your own. Middleware can either be set at the root, group or route level. Data binding for HTTP payloads, including JSON or XML. API to send a wide variety of HTTP responses including JSON, XML or HTML, as well as file, attachment, stream, blob, inline or blob. Template rendering with any template engine. Customized central HTTP error handling. API that is easily extendable. HTTP router optimized to prioritize routes intelligently. Build robust, scalable RESTful APIs. Extensible middleware framework. Define middleware on a root, group or route level. Data binding for JSON XML and form payload.

Falcon is a minimalist Python web API Framework for building robust microservices and app backends. The framework is compatible with both ASGI and gevent/meinheld. The Falcon web framework promotes REST architecture. Resource classes implement HTTP handlers to resolve requests and perform transitions. Falcon is a complement to more general Python webframeworks by adding extra reliability, flexibility and performance where you need it. You can use a number of Falcon templates, add-ons and complementary packages in your projects. You can find a few of these on the Falcon Wiki as a start, but you might also want to search PyPI for more resources.

Apache Mahout is an incredibly powerful, scalable and versatile machine-learning library that was designed for distributed data processing. It provides a set of algorithms that can be used for a variety of tasks, such as classification, clustering and recommendation. Mahout is built on top of Apache Hadoop and uses MapReduce and Spark for data processing. Apache Mahout(TM), a distributed linear-algebra framework, is a mathematically expressive Scala DSL that allows mathematicians to quickly implement their algorithms. Apache Spark is recommended as the default distributed back-end, but can be extended to work with other distributed backends. Matrix computations play a key role in many scientific and engineering applications such as machine learning, data analysis, and computer vision. Apache Mahout is designed for large-scale data processing, leveraging Hadoop and Spark.

Sinatra has a number built-in settings which control the activation of certain features. The settings object is a request context object that contains application-level variables. These variables can be modified by using the set, disable, or enable methods. Applications can set their own custom settings, as well as default built-in framework settings. In its simplest form the set method creates an application attribute by taking a setting value and name. Extensions provide helper methods or class methods to Sinatra applications. These methods are usually listed and described in the extension home pages. Installing a gem, library or a file is all that's needed to use an extension.

React makes it easy to create interactive user interfaces. React makes it easy to create simple views for each state of your application. React will automatically update the correct components whenever your data changes. Declarative views make it easier to understand and debug your code. Create encapsulated components that can manage their own state and then combine them to create complex UIs. JavaScript is used instead of templates to write component logic. This allows you to easily pass rich data through your app while keeping state out of the DOM. React doesn't make assumptions about your technology stack. This allows you to develop new features in React without having to rewrite existing code. React components implement a render() function that takes input data and returns what it should display. This example uses JSX syntax, which is a XML-like syntax. This.props allows you to access the input data passed into the component by calling render().

Laravel is a web framework that uses expressive and elegant syntax. We've already laid the foundation, allowing you to create without worrying about the little things. Clean code is something we love as much as you. Simple and elegant syntax allows you to access amazing functionality. Each feature has been carefully considered to offer a great developer experience. You can dispatch background jobs to perform slow tasks such as sending emails or generating reports, while still getting a lightning fast response time. Stop sweating authentication. Laravel provides secure, session-based authentication with scaffolding, while Laravel Sanctum allows for painless authentication of APIs and mobile apps using Laravel Sanctum. Laravel is committed in delivering the best possible testing experience. No more broken tests that are difficult to maintain. Beautiful testing APIs, database seeding, browser testing, and painless shipping allow you to ship with confidence.

Framework7 is an open-source framework that allows you to create native apps for mobile, desktop and web. It's also a great prototyping tool that allows you to quickly show a working prototype of your app. Framework7 comes with a beautiful set of UI components. It allows you to create web apps, PWAs, and native-looking Android and iOS apps. Framework7 can be used with additional tools such as NW.js and Electron to create native desktop apps. Framework7 allows you to use any tool you like. Framework7 doesn't require you to use any other than plain HTML, CSS, or JavaScript. Framework7 makes it easy to create apps. Framework7 includes the vanilla JavaScript library as well as Vue.js and React components. These components allow you to add components-syntax, structured information, and data bindings to your apps with the simplicity and power of Vue.js or Svelte.

Uber developed Horovod to make distributed deep-learning fast and easy to implement, reducing model training time from days and even weeks to minutes and hours. Horovod allows you to scale up an existing script so that it runs on hundreds of GPUs with just a few lines Python code. Horovod is available on-premises or as a cloud platform, including AWS Azure and Databricks. Horovod is also able to run on Apache Spark, allowing data processing and model-training to be combined into a single pipeline. Horovod can be configured to use the same infrastructure to train models using any framework. This makes it easy to switch from TensorFlow to PyTorch to MXNet and future frameworks, as machine learning tech stacks evolve.

Svelte Native is a mobile app framework powered by Svelte. It allows you to build mobile apps using the familiar web framework. You can create cross-platform native iOS and Android apps with no web views. Native UI and performance are possible while sharing code and skills with the web. Svelte's full power, including transitions, stores and reactivity, is yours. The mobile development experience is one of the most seamless. Svelte Native uses NativeScript to build mobile apps. NativeScript-Vue and React Native, both JavaScript mobile development frameworks, do most of their work on the device. Svelte Native shifts that work to a compile step when you build your application. Svelte uses techniques such as virtual DOM diffing to update the native view widgets whenever your app's state changes.

JavaScript UI library and framework to speed up web development. JS Framework for cross platform web Apps development 102 UI widgets, feature-rich CSS / HTML5 JavaScript control. Pre-made widgets, UI controls and templates can save you at least 3000+ hours of development time. Web UI development is 30% faster. We have accumulated the most innovative design ideas. Five conceptual designs were carefully considered by us. Our support specialists are experts in all aspects of our library and can help with any problem. You can also contact our developers via the official support forum. Webix JS framework allows you to create elegant, lightweight code that is based on object-oriented programming principles. Associate your project with jQuery JavaScript library and MVC frameworks AngularJS AngularJS Vue.js Backbone.js, React, Vue.js and Backbone.js. Third-party UI extensions.

Padrino is designed to make it easy and fun to code more complex web applications, while still retaining the spirit of Sinatra. The Padrino codebase has been kept simple, easy to understand and maintain. The generator creates a compact and clean directory structure for each new project, keeping your code well-organized and simple. This framework is easy to use for web development, whether you are working on a small json web application or a large full stack web application. Sinatra is a popular framework because of its simplicity and expressiveness. However, when building complex applications, many people find that they are missing out on a lot of functionality offered by other frameworks like Rails. We have developed a new approach to a web framework based on this assumption.

Svelte is a revolutionary new way to build user interfaces. Traditional frameworks like Vue and React do most of their work in browsers. Svelte moves that work to a compile step when you build your app. Svelte uses techniques such as virtual DOM diffing to update the DOM whenever your app's state changes. Svelte was recently voted as the most popular web framework by the most satisfied developers in two industry surveys. We are sure you will love it. For more information, read the blog post introducing Svelte. Svelte is a tool to build fast web applications. It is similar to JavaScript frameworks like Vue and React, which share the goal of making it easy for users to create intuitive user interfaces. Svelte converts your application into JavaScript at build time. It does not interpret your application code at runtime.

Dropwizard, a Java framework, is for creating ops-friendly, high performance, RESTful web service. Dropwizard combines stable, mature Java libraries into a lightweight package that allows you to focus on what's important. Dropwizard supports complex configuration, application metrics, logging, operational tools, and many other features. This allows you and your team the ability to deliver a high-quality web service in a short time. Dropwizard is both a library and framework. Dropwizard's goal is to provide reliable, performant implementations of all the necessary components for a production-ready web app. This functionality is embedded into a reusable library to keep your application focused and lean, which reduces both time-to market and maintenance burdens. Dropwizard embeds a highly tuned HTTP server directly in your project because you can't have a web app without HTTP.

Aurelia's unobtrusive, standards-based style makes it the only framework that allows you to create components using vanilla JavaScript and TypeScript. There is little to no additional information required to create complex apps. Aurelia's core is a reactive, high-performance system that can batch DOM updates. This makes it stand out from other frameworks and their virtual DOMs. No matter how complex your interface is, you will experience consistent and scalable performance. Aurelia allows you to easily react to any object. Aurelia uses adaptive techniques to determine the most efficient way for you to observe each property of your model. It automatically syncs your state and your UI with best-in class performance. All official plugins of the core team for state management, internationalization, and validation. CLI, VS Code plugin and Chrome debugger – optional tools to improve development.

Growler is a web-framework built on top of asyncio. This asynchronous library was described in PEP 3156 and added to python's standard library with version 3.4. It takes its cues from the Connect & express frameworks within the nodejs eco-system, which uses a single application object with a series of middleware for processing HTTP requests. The custom middleware chain is a simple way to implement complex apps. The pip utility lets packages specify optional requirements so that features can be installed only on request. This fits well with the minimal approach of the Growler project. Don't install anything that the user doesn’t need. There are (will) be community packages that have been approved by the Growler developers. (After ensuring that they work as expected and have been well tested with each growler version) These will be available directly from the Growler package.

Rustless provides a REST API micro-framework. It's designed as a simple DSL for developing RESTful APIs easily on top of Iron web framework. It supports common conventions such as multiple formats, subdomain/prefix restrictions, content negotiation and versioning. Rustless is a Ruby port of the Grape library. Hyper, an HTTP library in Rust. Rustless, like Rust, is still in its early stages of development. Don't be surprised if APIs are changed and things break. File an issue or submit pull requests if something isn't working correctly. Rustless was built on Iron which was built on Hyper which is synchronous. Hyper is currently limited and cannot handle many simultaneous connections. This is especially true with keep-alive. It is highly recommended that you use a lightweight asynchronous webserver such as Nginx to serve as a reverse proxy with Rustless.

You can build practical, production-ready Node.js applications in a matter weeks, not months. Sails, the most popular MVC framework for Node.js is designed to mimic the familiar MVC pattern from frameworks like Ruby on Rails but with support for modern apps, data driven APIs with scalable and service-oriented architecture. Sails makes it easy for enterprises to create custom Node.js applications. Your app will be written entirely in JavaScript. This is the same language that you and your team use in the browser. Sails bundles Waterline, a powerful ORM that allows you to access data from any database. Sails comes with blueprints to help you jumpstart your app’s backend without having to write any code. Sails automatically translates socket messages for you. This makes them compatible with every route in your Sails App. Sails provides commercial support to help you accelerate your development and ensure the best practices in your code.

Ember.js, a JavaScript framework that is proven to be efficient and effective in building modern web applications, is available. It contains everything you need for rich UIs that can be used on any device. Ember has been used by some of the most successful development teams around the globe to iterate on their products for many years. Ember's scalable UI architecture is built-in right from the beginning. This means you'll use the same patterns as these organizations every step of your journey. Ember's intuitive experience is everything you need to get started building and continue shipping for years. Our years of experience will help you and your team be more productive. Ember CLI is the core of modern Ember apps. It provides code generators that create new entities and places the files in the correct place every time. Ember apps include a built-in development environment that supports fast rebuilds, auto reload, and a test run!

Your app can be organized in small Views. Marionette makes it simple to create rich layouts from small components. We have many new features, including templateHelpers and a declarative user interface hash. This will make it easy to create rich layouts from small components. You can share complex UI interactions between views. Behaviors can be used as mixins without the pain of property collision. A powerful messaging system allows you to decouple communication between your components. Create classes that use the same API as your views. Marionette Objects have many features, including initialize, events, extend, and initialize. The Backbone community's Marionette community hosts the most vibrant and welcoming discussions. Stop thinking about your framework more than your app. Marionette will not get in the way.

Bit is a collaborative and scalable way to create and reuse components. It provides everything you need, from local development to cross-project integrations. It's free to try. Bit is an open-source toolchain that allows for component-driven development. Distribute composable software instead of monolithic apps. Distribute component ownership across development teams. Components are simple to replace and refactor. Develop consistency and standards across products and teams. Instead of reinventing the wheel, combine existing components to create new ones. Create a reusable design system and UI. Develop a consistent and reusable UI system. Code and teams should be distributed. Encourage autonomy and standardization. Scale to cross-team collaboration. This will bridge the gap between product design, development, and design. A composable and scalable backend that doesn't repeat itself is possible.

A powerful web application framework built on Spring Boot that uses Groovy. Convention-over-configuration, sensible defaults, opinionated APIs, and the Groovy language combine to make the Grails® framework easy to learn for Java developers. The Grails framework is built upon Spring Boot and takes advantage of Spring Boot's time-savings features like Spring-powered dependency injection. The Grails framework seamlessly integrates and interoperates transparently with Java, the JVM and existing Java EE container. Apache Groovy, a language for Java platform, is designed to improve developers' productivity. It can be typed in dynamic and optionally, but it also has static-typing capabilities and static compilation. The Grails framework integrates seamlessly with GORM, a data accessibility toolkit that provides a rich array of APIs to access relational and non-relational information. GORM also supports implementations of Hibernate (SQL), MongoDB and Cassandra as well as Neo4j.

Jetpack Compose, the modern toolkit recommended by Android for creating native UI, is a great way to build native UI. It accelerates and simplifies UI development for Android. Kotlin APIs and powerful tools will help you quickly create your app with less code.

Kendo UI is the ultimate collection JavaScript UI components, including libraries for jQuery and Angular as well as Vue and React. Quickly build eye-catching, high-performance, responsive web applications--regardless of your JavaScript framework choice.

Spring makes Java programming faster, easier, safer, and more enjoyable for everyone. Spring's focus is on speed, simplicity and productivity, making it the most popular Java framework in the world. Spring's flexible libraries have been trusted by thousands of developers around the globe. Every day, Spring provides delightful experiences to millions upon millions of end-users, whether that's streaming TV, online shopping or any number of other innovative solutions. Spring's extensive and flexible set of extensions and third party libraries allow developers to create almost any kind of application. Spring Framework's Inversion of Control and Dependency Injection features are the core of a wide range of features and functionality. Spring Framework has the tools you need to build secure, reactive, cloud-based microservices that can be used for the web or complex streaming data flows for enterprises.

Preact is the Virtual DOM abstraction that is the thinnest. It is built on stable platform features and registers real event handlers. It also works well with other libraries. Most UI frameworks can be large enough to make up the majority of an app’s JavaScript size. Preact is different. It's small enough to make your code the largest part your application. This means that JavaScript takes less time to download, parse, and execute. You can create the experience you want without worrying about keeping a framework in place. Preact is small and fast. Preact is one of the fastest Virtual DOM Libraries due to its simple and predictable diff implementation. Preact is optimized for performance by batching updates. Preact's performance is maximized when we work closely with web engineers.

A server that is efficient means a lower cost infrastructure, better responsiveness under load, and happier users. How can you efficiently manage your server's resources, while still ensuring that you are serving as many requests as possible without sacrificing security validations or handy development? Fastify is the answer. Fastify is a web framework that focuses on providing the best developer experience possible. It's inspired by Express and Hapi. It is the fastest web framework in town, according to our knowledge.

Mithril.js allows you to create single page applications using a modern client-side JavaScript framework. It is small ( 10kb zip), fast, and comes with routing and XHR utilities. Companies like Nike and Vimeo use Mithril.js, as well as open-source platforms like Lichess. You can compare Mithril.js with other frameworks if you are a skilled developer. You can easily test Mithril.js by including it from a CDN. Follow this tutorial. It will cover most of the API surface, including routing and XHR, but it will only take 10 minutes. Click the button to update the button's label. We used m.mount so you don't have to call m.render manually to apply the changes to the HTML count variable. Mithril.js does this for you.

Jinja is a fast and expressive extensible templating engine. The template has special placeholders that allow you to write code similar to Python syntax. The template is then passed data to create the final document.

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Native Image allows you to discover libraries and frameworks that work right out of the box. Native Image is an advanced optimizing compiler that generates faster, leaner code and uses fewer computing resources. To ensure Java applications run instantly and provide peak performance, you can compile Java applications in advance. You can leverage the best features and libraries from popular languages in one app. Monitor, profile, and optimize Java and other languages' resource consumption. GraalVM's JIT compiler produces optimized native code that runs faster and produces less garbage. It uses less CPU due to a variety of compiler optimizations and aggressive inlining techniques. Applications that run faster and use fewer resources will be the end result, which can reduce cloud and infrastructure costs.

Lit is a layer on top of Web Components standards. It adds the essential features you need to be happy, productive, and reduces boilerplate. Each Lit feature was carefully designed with the web platform evolution in view. Lit is small in size (minified, compressed) and will help keep your bundle size low and your loading times short. Lit only renders dynamic parts of your UI when you update it. There is no need to rebuild a virtual tree or diff it with the DOM. Each Lit component is a native web part, with the superpower interoperability. Web components can be used with any HTML framework. Lit is ideal for creating shareable components, design system, and maintainable, future-ready websites and apps.

Creating ML applications should be easy and frictionless. UnionML is a Python framework that is built on Flyte™ and unifies the ecosystem of ML software into a single interface. Combine the tools you love with a simple, standard API. This allows you to stop writing boilerplate code and focus on the important things: the data and models that learn from it. Fit the rich ecosystems of tools and frameworks to a common protocol for Machine Learning. Implement endpoints using industry-standard machine-learning methods for fetching data and training models. Serve predictions (and more) in order to create a complete ML stack. UnionML apps can be used by data scientists, ML engineers, and MLOps professionals to define a single source for truth about the behavior of your ML system.