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What are the gems every Ruby on Rails developer should know?

I asked something among the lines of this question and I'm going to leave the best of what I got here:What are the most useful gems to use in Rails?Check out the Ruby Toolbox for better feedback:The Ruby Toolbox. But here is a rough list that is collected from Marc Anguera's Github repo and most of the ones I recall to be recommended.Also, to learn more about the following gem, I've made a list of Ruby podcasts that actually talk about some of the following gems in depth:Yad's answer to Are there good alternatives to Ryan Bates' RailsCasts?AbstractionActiveInteraction - Manage application specific business logic.Cells - View Components for RailsInteractor - Interactor provides a common interface for performing complex interactions in a single requestLight Service - Series of Actions with an emphasis on simplicity.Mutations - Compose your business logic into commands that sanitize and validate inputReform - Form objects decoupled from models.Admin Interfaceupmin/upmin-admin-ruby Upmin Admin is a framework for creating powerful Ruby on Rails admin backends with minimal effort.ActiveAdmin - a Ruby on Rails framework for creating elegant backends for website administrationRailsAdmin - A Rails engine that provides an easy-to-use interface for managing your dataAnalyticGabba - Simple way to send server-side notifications to Google Analyticsactivenetwork/gattica Gattica is a Ruby library for talking to the Google Analytics API.Ahoy - A solid foundation to track visits and events in Ruby, JavaScript, and native appsLegato - Model analytics reports and queries against the official Google Analytics Reporting APIAPI BuilderActiveModel::Serializers - JSON serialization of objectsCrêpe - The thin API stackGrape - An opinionated micro-framework for creating REST-like APIs in Rubyjbuilder - Create JSON structures via a Builder-style DSLJSONAPI::Resources - JSONAPI::Resources, or "JR", provides a framework for developing a server that complies with the JSON API specification.Jsonite - A tiny, HAL-compliant JSON presenter for your APIsPliny - Opinionated template Sinatra app for writing excellent APIs in Rubyrabl - General ruby templating with json, bson, xml, plist and msgpack supportRails::API - Rails for API only applicationsRoar - Resource-Oriented Architectures in RubyAssetsLess Rails - The dynamic stylesheet language for the Rails asset pipeline.Less - Leaner CSS, in your browser or Ruby.Sass - Sass makes CSS fun againManagement:Rails Assets - Bundler to Bower proxySprockets - Rack-based asset packaging systemAuthentication and OAuthAuthlogicClearance - Small and simple email & password based authenticaton for RailsDevise - A flexible authentication solution for Rails based on WardenOmniAuth - A library that standardizes multi-provider authentication utilizing Rack middlewareSorcery - Magical Authentication for Rails 3 and 4OAuth:Doorkeeper - An OAuth2 provider for RailsOAuth2 - A Ruby wrapper for the OAuth 2.0 protocolAuthorizationAuthority ORM-neutral way to authorize actions in your Rails app.CanCanCanPundit - Minimal authorization through OO design and pure Ruby classesCachingAction caching for Action Pack - Action caching for Action PackDalli - A high performance pure Ruby client for accessing memcached serversRecord Cache - Cache Active Model Records in Rails 3CLI BuilderCommander - The complete solution for Ruby command-line executablesGLI - Git-Like Interface Command Line ParserMain - A class factory and DSL for generating command line programs real quickRake - A make-like build utility for RubySlop - Simple Lightweight Option ParsingThor - A toolkit for building powerful command-line interfacesCMSAlchemy CMS - A powerful, userfriendly and flexible Open Source Rails CMSLocomotiveCMS - A simple but powerful CMS based on Liquid templates and Mongodb databasePublify - A self hosted Web publishing platform on RailsRadiant - A no-fluff, open source content management system designed for small teamsRefinery CMS - An open source Ruby on Rails content management system for Rails 3 and 4Code Analysis and MetricsBrakeman - A static analysis security vulnerability scanner for Ruby on Rails applications.Flay - Flay analyzes code for structural similarities. Differences in literal values, variable, class, method names, whitespace, programming style, braces vs do/end, etc are all ignored. Making this totally rad.Flog - Flog reports the most tortured code in an easy to read pain report. The higher the score, the more pain the code is in.fukuzatsu - Complexity analysis tool with a rich web front-end.MetricFu - A fist full of code metricsrails_best_practices - A code metric tool for rails projectsReek - Code smell detector for RubyRubocop - A static code analyzer, based on the community Ruby style guide.Rubycritic - A Ruby code quality reporter.SimpleCov - Code coverage for Ruby 1.9+ with a powerful configuration library and automatic merging of coverage across test suites.Coding Style GuidesRails style guide - Community-driven Rails best practices and style for Rails 3 and 4RSpec style guide - Better Specs { rspec guidelines with ruby }Ruby style guide - Community-driven Ruby coding styleConcurrencyCelluloid - Actor-based concurrent object framework for RubyConcurrent Ruby - Modern concurrency tools including agents, futures, promises, thread pools, supervisors, and more. Inspired by Erlang, Clojure, Scala, Go, Java, JavaScript, and classic concurrency patterns.EventMachine - An event-driven I/O and lightweight concurrency library for RubyConfigurationConfigatron - Simple and feature rich configuration system for Ruby appsConfigus - Helps you easily manage environment specific settingsdotenv - Loads environment variables from .envEconfig - Flexible configuration for Rails applicationsFigaro - Simple, Heroku-friendly Rails app configuration using ENV and a single YAML fileGlobal - Provides accessor methods for your configuration dataRailsConfig - Multi-environment yaml settings for Rails3Core ExtensionsActiveSupport - A collection of utility classes and standard library extensions.Ruby Facets - The premiere collection of general purpose method extensions and standard additions for Ruby.AttributesActiveAttr - What ActiveModel left outFastAttributes - FastAttributes adds attributes with their types to the classVirtus - Attributes on Steroids for Plain Old Ruby ObjectsHashHashie - A collection of tools that extend Hashes and make them more usefulCountry DataCarmen - A repository of geographic regionsCountries - All sorts of useful information about every country packaged as pretty little country objectsi18n_data - country/language names and 2-letter-code pairs, in 85 languages, for country/language i18nnormalize_country - Convert country names and codes to a standard, includes a conversion program for XMLs, CSVs and DBsDashboardsDashing-Rails - The exceptionally handsome dashboard framework for Rails.Data VisualizationRailRoady - Ruby on Rails 3/4 model and controller UML class diagram generator.Rails Erd - Generate Entity-Relationship Diagrams for Rails applications.Ruby/GraphViz - Ruby interface to the GraphViz graphing toolDatabase DriversCassandra Driver - A pure ruby driver for Apache Cassandra with asynchronous io and configurable load balancing, reconnection and retry policiesDataObjects - An attempt to rewrite existing Ruby database drivers to conform to one, standard interface.mongo-ruby-driver - MongoDB Ruby drivermoped - A MongoDB driver for Rubymysql2 - A modern, simple and very fast Mysql library for Ruby (binding to libmysql)Redic - Lightweight Redis Clientredis-rb - A Ruby client that tries to match Redis' API one-to-one, while still providing an idiomatic interfaceruby-pg - Ruby interface to PostgreSQL 8.3 and laterSQLite3Database ToolsDatabase Cleaner - Database Cleaner is a set of strategies for cleaning your database in Ruby.PgHero - Postgres insights made easySeed dump - Rails 4 task to dump (parts) of your database to db/seeds.rb.Seed Fu - Advanced seed data handling for Rails.Date and Time Processingbusiness_time - Support for doing time math in business hours and daysChronic - A natural language date/time parser written in pure Rubygroupdate - The simplest way to group temporal data in ActiveRecord, arrays and hashestime-lord - Adds extra functionality to the time classtime_diff - Calculates the difference between two timevalidates_timeliness - Date and time validation plugin for ActiveModel and Railsyymmdd - Tiny DSL for idiomatic date parsing and formattingDebugging ToolsByebug - A simple to use, feature rich debugger for Ruby 2.debugger - A port of ruby-debug that works on 1.9.2 and 1.9.3.DecoratorsDraper - Draper adds an object-oriented layer of presentation logic to your Rails applicationDevOps ToolsBackup - Provides an elegant DSL in Ruby for performing backups on UNIX-like systemsCapistrano - A remote server automation and deployment tool written in RubyChef - A systems integration framework, built to bring the benefits of configuration management to your entire infrastructureLogstash - Logs/event transport, processing, management, searchMina - Really fast deployer and server automation tool.Puppet - An automated administrative engine for your Linux, Unix, and Windows systems, performs administrative tasks (such as adding users, installing packages, and updating server configurations) based on a centralized specificationRubber - The rubber plugin enables relatively complex multi-instance deployments of RubyOnRails applications to Amazon's Elastic Compute Cloud (EC2).DocumentationAsciidoctor - A fast, Ruby-based text processor & publishing toolchain for converting AsciiDoc to HTML5, DocBook, EPUB3, PDF & more.grape-swagger - Add swagger compliant documentation to your Grape APIInch - Inch is a documentation measurement and evalutation tool for Ruby code, based on YARDRDoc - RDoc produces HTML and command-line documentation for Ruby projectsYARD - YARD enables the user to generate consistent, usable documentation that can be exported to a number of formats very easilyE-Commerce and PaymentsActive Merchant - A simple payment abstraction library extracted from ShopifyPaypal Merchant SDK - Official Paypal Merchant SDK for RubyPiggybak - Modular, Extensible open-source ecommerce solution for Ruby on RailsROR EcommerceShoppe - A Rails-based e-commerce platform which allows you to easily introduce a catalogue-based store into your Rails 4 applicationsSpreestripe-ruby - Stripe Ruby bindingsEbookBookshop - Bookshop is a an open-source agile book development and publishing framework for authors, editors.Eeepub - EeePub is a Ruby ePub generator.Gepub - A generic EPUB library for Ruby : supports EPUB 3Git Scribe - Basically the best way to write an ebook.Mobi - A Ruby way to read MOBI format metadataReview - Re:VIEW is flexible document format/conversion systemEmailIncoming - Incoming! helps you receive email in your Rack appsLetterOpener - Preview mail in the browser instead of sending.Mail - A Really Ruby Mail LibraryMailCatcher - Catches mail and serves it through a dreamMailman - An incoming mail processing microframework in RubyPony - The express way to send mail from RubyEnvironment Managementchgems - Chroot for RubyGemschruby - Change your current Ruby. No shims, no crazy options or features, ~90 LOCfry - Simple ruby version manager for fishgem_home - A tool for changing your $GEM_HOMErbenv - Use rbenv to pick a Ruby version for your application and guarantee that your development environment matches productionruby-build - Compile and install Rubyruby-install - Installs Ruby, JRuby, Rubinius, MagLev or MRubyRVM - RVM is a command-line tool which allows you to easily install, manage, and work with multiple ruby environments from interpreters to sets of gemsError HandlingAirbrake - The official Airbrake library for Ruby on Rails (and other Rack based frameworks)Better Errors - Better error page for Rack appsErrbit - The open source, self-hosted error catcherException Notification - A set of notifiers for sending notifications when errors occur in a Rack/Rails applicationNesty - Nested exceptions for RubyRaven Ruby - Raven is a Ruby client for Sentry.File UploadCarrierWave - Classier solution for file uploads for Rails, Sinatra and other Ruby web frameworksDragonFly - A Ruby gem for on-the-fly processing - suitable for image uploading in Rails, Sinatra and much more!PaperClip - Easy file attachment management for ActiveRecordrack-secure-upload - Upload files securelyForm BuilderAbracadabra - The gem that swaps out text with a fully-compliant Rails form in one clickFormtastic - A Rails form builder plugin with semantically rich and accessible markupRails Bootstrap Forms - Rails form builder that makes it super easy to create beautiful-looking forms with Twitter Bootstrap 3+Simple Form - Rails forms made easyGame DevelopmentGosu - A 2D game development library for the Ruby and C++ programming languagesYeah - Practical Ruby video game frameworkGeolocationGeocoder - A complete geocoding solution for Ruby. With Rails it adds geocoding (by street or IP address), reverse geocoding (find street address based on given coordinates), and distance queriesGeokit - Geokit gem provides geocoding and distance/heading calculationsHTTPexcon - Usable, fast, simple Ruby HTTP 1.1. It works great as a general HTTP(s) client and is particularly well suited to usage in API clients.FaradayHttp Client - Gives something like the functionality of libwww-perl (LWP) in Rubyhttp - The HTTP Gem: a simple Ruby DSL for making HTTP requests.httpartyPatron - Patron is a Ruby HTTP client library based on libcurl.RESTClient - Simple HTTP and REST client for Ruby, inspired by microframework syntax for specifying actionsSavon - Savon is a SOAP client for the Ruby programming language.Sawyer - Secret user agent of HTTP, built on top of FaradayTyphoeus - Typhoeus wraps libcurl in order to make fast and reliable requestsImageryMiniMagick - A ruby wrapper for ImageMagick or GraphicsMagick command linePSD.rb - Parse Photoshop files in Ruby with easeRMagick - RMagick is an interface between Ruby and ImageMagickSkeptick - Skeptick is an all-purpose DSL for building and running ImageMagick commands.Internationalizationi18n-tasks - Manage missing and unused translations with the awesome power of static analysisi18n - Ruby Internationalization and localization solutionr18n - Advanced i18n library for Rails, Sinatra, desktop apps, models, works well with complex languages like Russian.twitter-cldr-rb - Ruby implementation of the ICU (International Components for Unicode) that uses the Common Locale Data Repository to format dates, plurals, and moreLoggingCabin - Structured+contextual logging experiments in Ruby.Fluentd - Fluentd collects events from various data sources and writes them to files, database or other types of storagesHttpLog - Log outgoing HTTP requests.Log4r - Log4r is a comprehensive and flexible logging library for use in Ruby programsLogging - A flexible logging library for use in Ruby programs based on the design of Java's log4j library.Lograge - An attempt to tame Rails' default policy to log everything.MongoDB Logger - MongoDB logger for RailsScrolls - Simple loggingYell - Your Extensible Logging LibraryMachine LearningPredictionIO Ruby SDK - The PredictionIO Ruby SDK provides a convenient API to quickly record your users' behavior and retrieve personalized predictions for themRuby Datumbox Wrapper - It's a simple Ruby Datumbox Wrapper. At the moment the API currently allows you to build applications that make use of machine learning algorithms.Markdown Processorskramdown - Kramdown is yet-another-markdown-parser but fast, pure Ruby, using a strict syntax definition and supporting several common extensionsMaruku - A pure-Ruby Markdown-superset interpreterRedcarpet - A fast, safe and extensible Markdown to (X)HTML parserMiscAASM - A library for adding finite state machines to Ruby classesAXLSX - An excel xlsx generation libraryBetty - Friendly English-like interface for your command line. Don't remember a command? Ask BettyForeman - Manage Procfile-based applicationsGollum - A simple, Git-powered wiki with a sweet API and local frontend.Guard - A command line tool to easily handle events on file system modificationsJsonCompare - Returns the difference between two JSON filesplay ► - Your company's djPry Debugger - Pry navigation commands via debugger (formerly ruby-debug)Pry - A powerful alternative to the standard IRB shell for Rubypygments.rb - A Ruby wrapper for the Python pygments syntax highlighterRuby Operators - A webpage showing awesome names for different Ruby operators.Termit - Google Translate with speech synthesis in your terminalTreetop - PEG (Parsing Expression Grammar) parserYomu - Read text and metadata from files and documents (.doc, .docx, .pages, .odt, .rtf, .pdf)Mobile DevelopmentRuboto - A platform for developing full stand-alone apps for Android using the Ruby language and librariesRubyMotion - A revolutionary toolchain that lets you quickly develop and test native iOS and OS X applications for iPhone, iPad and MacMoneyeu_central_bank - A gem that calculates the exchange rate using published rates from European Central BankMoney - A Ruby Library for dealing with money and currency conversionNatural Language ProcessingTreat - Treat is a toolkit for natural language processing and computational linguistics in RubyORM/ODMActiveRecordDataMapper - ORM which works well with legacy databases. Last release (1.2.0) was on 13 October 2011.Guacamole - An ODM for ArangoDBMongoid - An ODM (Object-Document-Mapper) framework for MongoDB in RubyMongoMapperMongoModel - Ruby ODM for interfacing with MongoDB databasesohm - Object-hash mapping library for RedisSequel - Sequel is a simple, flexible, and powerful SQL database access toolkit for RubyORM/ODM ExtensionsMongoid Tree - A tree structure for Mongoid documents using the materialized path patternPackage ManagementGemsBundler - Manage your application's gem dependencies with less painRubyGems - Community's gem hosting servicePackages and ApplicationsBerkshelf - A Chef Cookbook managerCocoaPods - The Objective-C dependency managerfpm - Effing package management! Build packages for multiple platforms (deb, rpm, etc) with great ease and sanityHomebrew-cask - a CLI workflow for the administration of Mac applications distributed as binariesHomebrew - The missing package manager for OS XPaginationKaminari - A Scope & Engine based, clean, powerful, customizable and sophisticated paginator for modern web app frameworks and ORMswill_paginate - A pagination library that integrates with Ruby on Rails, Sinatra, Merb, DataMapper and SequelPDFGimli - Utility for converting markup files to pdf files.Kitabu - A framework for creating e-books from Markdown/Textile text markup using Ruby.Pdfkit - HTML+CSS to PDF using wkhtmltopdfPrawn - Fast, Nimble PDF Writer for RubyRGhost - RGhost is a document creation and conversion API.Shrimp - A phantomjs based pdf rendererWicked Pdf - PDF generator (from HTML) plugin for Ruby on RailsWisepdf - Wkhtmltopdf wrapper done rightProcess MonitoringBluepill - Simple process monitoring toolGod - An easy to configure, easy to extend monitoring framework written in RubyProcesses and ThreadsParallel - Run any code in parallel Processes (> use all CPUs) or Threads (> speedup blocking operations). Best suited for map-reduce or e.g. parallel downloads/uploadschildprocess - Cross-platform ruby library for managing child processes.forkoff - brain-dead simple parallel processing for rubyposix-spawn - Fast Process::spawn for Rubys >= 1.8.7 based on the posix_spawn() system interfacesProfilerbullet - Help to kill N+1 queries and unused eager loadingPeek - Visual status bar showing Rails performanceperftools.rb - gperftools (formerly known as google-perftools) for Ruby coderack-mini-profiler - Profiler for your development and production Ruby rack appsruby-prof - A code profiler for MRI rubiesQueueactive_job - Declare job classes that can be run by a variety of queueing backendsDelayed::Job - Database backed asynchronous priority queueResque - A Redis-backed Ruby library for creating background jobsSidekiq - A full-featured background processing framework for Ruby. It aims to be simple to integrate with any modern Rails application and much higher performance than other existing solutions.Sucker Punch - A single process background processing library using Celluloid. Aimed to be Sidekiq's little brother.RoboticsArtoo - Next generation robotics framework with support for different platforms: Arduino, Leap Motion, Pebble, Raspberry Pi, etc.RSSFeed normalizer - Extensible Ruby wrapper for Atom and RSS parsers.Feedjira - A feed fetching and parsing library.Ratom - A fast, libxml based, Ruby Atom library.Simple rss - A simple, flexible, extensible, and liberal RSS and Atom reader.SchedulingClockwork - Clockwork is a cron replacement. It runs as a lightweight, long-running Ruby process which sits alongside your web processes (Mongrel/Thin) and your worker processes (DJ/Resque/Minion/Stalker) to schedule recurring work at particular times or dates.resque-scheduler - A light-weight job scheduling system built on top of Resquerufus-scheduler - Job scheduler for Ruby (at, cron, in and every jobs)Whenever - A Ruby gem that provides a clear syntax for writing and deploying cron jobsSearchattr_searchable - Search engine like fulltext query support for ActiveRecordelasticsearch-rubyhas_scope - Has scope allows you to easily create controller filters based on your resources named scopes.pg_search - Builds ActiveRecord named scopes that take advantage of PostgreSQL's full text searchransack - Object-based searching.Rroonga - The Ruby bindings of GroongaSearchkick - Searchkick learns what your users are looking for. As more people search, it gets smarter and the results get better. It’s friendly for developers - and magical for your users.Searchlogic - Object based searching, common named scopes, and other useful named scope tools for ActiveRecordSunspot - A Ruby library for expressive, powerful interaction with the Solr search engineThinking Sphinx - A library for connecting ActiveRecord to the Sphinx full-text search toolSEOFriendlyId - The "Swiss Army bulldozer" of slugging and permalink plugins for Active RecordMetaTags - A gem to make your Rails application SEO-friendlySitemapGenerator - A framework-agnostic XML Sitemap generator written in RubySocial NetworkingCampo - Campo is a lightweight forum application, base on Ruby on Rails.diaspora* - A privacy aware, distributed, open source social networkDiscourse - A platform for community discussion. Free, open, simpleForem - Rails 3 and Rails 4 forum engineState MachinesAASM - State machines for Ruby classes (plain Ruby, Rails Active Record, Mongoid)simple_states - A super-slim statemachine-like support libraryStatesman - A statesmanlike state machine libraryWorkflow - A finite-state-machine-inspired API for modeling and interacting with what we tend to refer to as 'workflow'Static Site GenerationHigh Voltage - Easily include static pages in your Rails appJekyll - Transform your plain text into static websites and blogsMiddleman - A static site generator using all the shortcuts and tools in modern web developmentNanoc - A static site generator, fit for building anything from a small personal blog to a large corporate web siteTemplate EngineCurly - A template language that completely separates structure and logicHaml - HTML Abstraction Markup LanguageLiquid - Safe, customer facing template language for flexible web appsMustache - Logic-less Ruby templatesSlim - A template language whose goal is reduce the syntax to the essential parts without becoming crypticTilt - Generic interface to multiple Ruby template enginesTestingFrameworksRSpec - Behaviour Driven Development for RubyFormattersEmoji-RSpec - Custom Emoji Formatters for RSpecFuubar - The instafailing RSpec progress bar formatterNyan Cat - Nyan Cat inspired RSpec formatter!Bacon - A small RSpec cloneCapybara - Acceptance test framework for web applicationsCucumber - BDD that talks to domain experts first and code secondCutest - Isolated tests in RubyKonacha - Test your Rails application's JavaScript with the mocha test framework and chai assertion libraryminitest - minitest provides a complete suite of testing facilities supporting TDD, BDD, mocking, and benchmarkingRR - A test double framework that features a rich selection of double techniques and a terse syntaxshoulda-matchers - Provides Test::Unit- and RSpec-compatible one-liners that test common Rails functionality. These tests would otherwise be much longer, more complex, and error-prone.Spinach - Spinach is a high-level BDD framework that leverages the expressive Gherkin language (used by Cucumber) to help you define executable specifications of your application or library's acceptance criteria.Spork - A DRb server for testing frameworks (RSpec / Cucumber currently)Test::Unit - Test::Unit is a xUnit family unit testing framework for RubyFake DataFabrication - A simple and powerful object generation libraryfactory_girl - A library for setting up Ruby objects as test datafaker - A library for generating fake data such as names, addresses, and phone numbers.ffaker - A faster Faker, generates dummy data, rewrite of faker.Forgery - Easy and customizable generation of forged data.Machinist - Fixtures aren't fun. Machinist isMockActiveMocker - Generate mocks from ActiveRecord models for unit tests that run fast because they don’t need to load Rails or a database.TestXml - TestXml is a small extension for testing XML/HTML.WebMock - Library for stubbing and setting expectations on HTTP requestsWebDriversSelenium WebDriver - This gem provides Ruby bindings for WebDriver.Watir - Web application testing in RubyExtraAppraisal - Appraisal integrates with bundler and rake to test your library against different versions of dependenciesRuby-JMeter - A Ruby based DSL for building JMeter test plansSpring - Preloads your rails environment in the background for faster testing and Rake taskstimecop - Provides "time travel" and "time freezing" capabilities, making it dead simple to test time-dependent codevcr - Record your test suite's HTTP interactions and replay them during future test runs for fast, deterministic, accurate testsThird-party APIsdatabasedotcom - Ruby client for the Salesforce's Welcome to the world’s most trusted and secure cloud database, salesforce.com. - Salesforce.com and Chatter APIsDropbox - Dropbox API Ruby Client.facy - Command line power tool for facebookfb_graph - A full-stack Facebook Graph API wrapperflickr - A Ruby interface to the Flickr APIgitlab - Ruby wrapper and CLI for the GitLab APIgmail - A Rubyesque interface to Gmail, with all the tools you'll need.hipchat-rb - HipChat HTTP API Wrapper in Ruby with Capistrano hooksinstagram-ruby-gem - The official gem for the Instagram REST and Search APIsitunes_store_transporter - Ruby wrapper around Apple's iTMSTransporter programlinkedin - Provides an easy-to-use wrapper for LinkedIn's REST APIsOctokit - Ruby toolkit for the GitHub APIPusher - Ruby server library for the Pusher API.ruby-gmail - A Rubyesque interface to Gmailruby-trello - Implementation of the Trello API for Rubysoundcloud-ruby - Official SoundCloud API Wrapper for Rubyt - A command-line power tool for Twittertweetstream - A simple library for consuming Twitter's Streaming APItwitter - A Ruby interface to the Twitter APIwikipedia - Ruby client for the Wikipedia API.youtube_it - An object-oriented Ruby wrapper for the YouTube GData APIYt - An object-oriented Ruby client for YouTube API V3VideoStreamio FFMPEG - Simple yet powerful wrapper around the ffmpeg command for reading metadata and transcoding moviesWeb Crawlinganemone - Ruby library and CLI for crawling websites.LinkThumbnailer - Ruby gem that generates thumbnail images and videos from a given URL. Much like popular social website with link preview.Mechanize - Mechanize is a ruby library that makes automated web interaction easy.MetaInspector - Ruby gem for web scraping purposes. It scrapes a given URL, and returns you its title, meta description, meta keywords, an array with all the links, all the images in it, etc.Upton - A batteries-included framework for easy web-scraping. Just add CSS! (Or do more.)Wombat - Web scraper with an elegant DSL that parses structured data from web pagesWeb FrameworksCamping - A web microframework which consistently stays at less than 4kB of codeCuba - A microframework for web developmentLotus - It aims to bring back Object Oriented Programming to web development, leveraging on a stable API, a minimal DSL, and plain objects.Padrino - A full-stack ruby framework built upon SinatraPakyow - A framework for building modern, realtime web-apps in Ruby. It helps you build working software faster with a development process that's friendly to both designers and developersRamaze - A simple, light and modular open-source web application framework written in RubyRoda - A routing tree web frameworkRuby on Rails - A web-application framework that includes everything needed to create database-backed web applications according to the Model-View-Controller (MVC) patternSinatra - Classy web-development dressed in a DSLVolt - A Ruby web framework where your ruby code runs on both the server and the clientWeb ServersGoliath - A non-blocking Ruby web server frameworkPhusion Passenger - Fast and robust web server and application serverPuma - A modern, concurrent web server for RubyRack - A common Ruby web server interface. By itself, it's just a specification and utility library, but all Ruby web servers implement this interfaceThin - Tiny, fast & funny HTTP serverUnicorn - Rack HTTP server for fast clients and UnixWebSocketFaye - A set of tools for simple publish-subscribe messaging between web clients. It ships with easy-to-use message routing servers for Node.js and Rack applications, and clients that can be used on the server and in the browser.Firehose - Build realtime Ruby web applicationsRails Realtime - Adding Real-Time To Your RESTful Rails App.Sync - Real-time Rails PartialsWebsocket-Rails - Creates a built in WebSocket server inside a Rails application with ease. Also support streaming HTTP

Is clinical SAS programming industry getting macrotised?

I’m not sure (I’m not a SAS programmer) what “macrotised” exactly means, but if my guess is correct and it means putting most of the validated code into (a library of) SAS macros, then I’d say yes. My observations show, that more and more code is reused in further trials across CROs.And I’m very happy about that. This idea came from the “ordinary programming” world, which is rich in coding rules helping to improve the quality of produced code and keep it on a good level, if followed constantly.It’s mostly about the avoidance of “code smells” accompanied by additional rules, the most of which is : DRY - don’t repeat yourself. It can be expressed as: “do not reinvent the wheel” as well.Every time you write a code, you are likely to make mistakes. This is also very inefficient. When you made an effort and produced a good code, which, as you noticed, repeats over time in projects, it’s a god idea to a) parameterize it, b) validate it, c) document it, version and store in a library. SVN or Git versioning systems will do the job brilliantly.This is a extremely important rule, because it ensures you that you’re using the most current code which is validated not only by the formal procedure, but also by other programmers using the same code across the company. This increases the chance to find potential issues. And when the code is fixed, you don’t need to update all other places such code may exist, since you just refer to it by name.You build your code from tested, commonly known and commonly used building- blocks.Nobody does everything from scratch every time. Even in NASA. Clinical research is not an exception, even is some people claim that “this requires special approach”. No, it doesn’t. Programming is programming, whether ordinary, military or clinical.Of course, not all code can be reused. Some parts of a code get more and more trial-specific. But let me enumerate some possible proposals:a code, which reads the dataset in a certain format (XML, SAS7, XPT, other formats) into a memory. Data cleaning code is usually strongly trial-specific, thus not well parameterizable.a code, which infers SDTM from CDASH. The more your schema is compliant with the spec, the better. Probably you will need to add some trial-specific stuff and alter the code to reflect the reality, but some parts can be re-used for sure.a code, which runs the validation on produced SDTM/ADAaM datasets. You may use the built-in SAS routines or call external software like OpenCDISC validator.a code, which produces some common TFLs. I’m 100% sure there exist examples of TFLs shells you have used or you will use in more than a single trial. Why not to make a generic, parameterized template?tables presenting nested data. For example, a set of descriptive statistics or counts/percentages (the set can be parameterized as well) split by sub-groups defined by certain grouping variables like age, race, treatment, country, site, etc. It’s easy to design a table, which shows the data of any level of nesting. The title (and possibly subtitle(s)), header (maybe nested) footer, column formats can be parameterized as well.(source: mine. A Word document with FlexTable generated in R).figures - so many options to template! Plots of means with bars (xx% CI, SE, SD), box plots, histograms and histograms combined with boxplots and density curves, ANOVA post-hoc comparisons, mixed effects model output, drug concentration curves, K-M curves and so on…a screening code - a code, which performs some data checking and outputs a list of issues, discrepancies, etc. It assumes there is a dictionary of proper values (like code lists, lab test specification, etc.)a code of the analysis. This is more R-specific, which is a programming language for statistics. In order to use a t-test or ANOVA we need to write some code. This code is often fully parameterizable (it’s a matter of one’s programming skills), so we can write a function (or a macro in SAS), which takes some standard input and creates some standard output.a code which prepares the working environments - creates folders structure, sets global variables, formats (in SAS)a code, which exports the dataset into the XPT format (this applies more to R)a code, which creates additional files, like define.xml specificationa code, which writes the analysis output into a document of certain format (RTF, DOC(x), PDF). This should be compliant with company documents templates, so we need to set fonts, colors, borders and other formatsThis list of possibilities is incomplete.That’s not all. In “ordinary programming” programmers employ so-called “design patterns”. It may be hard to achieve in SAS, but it’s easy to implement in object-oriented languages and also in R (to a lesser degree). These patterns, used properly, simplify the process of extending the functionality of the existing code while minimizing the need to touch it. You can extend the functionality by using additional (perhaps better) algorithms, adding the ability to read/write data in additional formats and so on keeping the core untouched. As a consequence, only the new part of the code needs to be validated.There is nothing wrong in “macrotizing”, thus re-using the code in clinical programming. According to SOPs of any biostatistics department, the production code must be validated (even double-validated, by a person other than the author of a code) to keep the maximum quality and reliability of the code. Reusing the code can only can only help in this regard.There are some additional arguments, however, on not re-using the clinical code. Please find the article and comments below: https://www.linkedin.com/pulse/reuse-production-quality-control-code-when-analysing-trial-underwood?trk=v-feed&lipi=urn%3Ali%3Apage%3Ad_flagship3_profile_view_base_recent_activity_details_all%3BjcSq4R218XVwcYN7KPEDHQ%3D%3DPlease let me know if I understood the question wrong and my post doesn’t answer it.

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