Gitlab Workflow And Automation
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GitLab Workflow and Automation
"GitLab Workflow and Automation" Unlock the full potential of GitLab with "GitLab Workflow and Automation," a comprehensive guide that delves into the advanced architecture, automation strategies, and best practices for modern DevOps teams. This book begins with an in-depth exploration of GitLab’s core architecture, repository management, and sophisticated access control mechanisms, empowering readers to streamline operations at scale. Through expert coverage of APIs, webhooks, and extensibility options, discover how to automate and orchestrate complex workflows that seamlessly integrate with the broader developer ecosystem. Dive into cutting-edge pipeline design with advanced CI/CD techniques, leveraging the power of dynamic pipeline creation, modularization, multi-project orchestration, and security best practices. Readers will master GitLab Runners, infrastructure automation, and GitOps patterns, enabling robust, scalable, and secure delivery pipelines. Comprehensive chapters on workflow automation cover everything from issue and merge request lifecycles to automated documentation, release management, and integration of security and compliance checks into the continuous delivery process. Drawing on practical case studies and future trends, "GitLab Workflow and Automation" is an indispensable resource for engineers, DevOps practitioners, and technical leaders. Whether you're aiming to optimize workflow resilience, enforce compliance, or harness emerging AI-driven automation, this book provides actionable insights to build, scale, and govern automated workflows with confidence and efficiency.
KNIME Workflow Design and Automation
"KNIME Workflow Design and Automation" Unlock the full potential of KNIME with "KNIME Workflow Design and Automation," a comprehensive guide for data professionals, engineers, and enterprise architects seeking to master advanced workflow engineering and automation. This book delves deeply into the architecture and inner workings of the KNIME platform, presenting robust best practices for workflow initialization, structuring projects for maintainability, and integrating with source control systems. From granular explanations of node architecture and execution semantics to sophisticated data modeling and metadata handling, each chapter equips readers with the tools and understanding necessary to design efficient, scalable, and reproducible analytics workflows. Building on a solid foundation, the book explores the complexities of large-scale data wrangling, encompassing high-performance batch and real-time processing, diverse data source integration, and advanced cleaning and transformation techniques. Readers will discover comprehensive methods for orchestrating and automating workflows, including dynamic control flows, reusable components, robust error handling, and real-time monitoring. Detailed insights into interoperability—covering databases, APIs, cloud storage, and streaming systems—enable seamless enterprise data integration with a strong emphasis on security and governance. Moving beyond the fundamentals, the book presents cutting-edge material on machine learning workflow patterns, automated feature engineering, model validation, and scalable deployment strategies. Advanced topics such as custom node development, scripting integrations, and enterprise-scale workflow governance ensure that professionals can extend KNIME's capabilities to fit any strategic application. Illustrated with real-world case studies from life sciences, finance, manufacturing, marketing, and MLOps, "KNIME Workflow Design and Automation" serves as an authoritative reference and practical roadmap for delivering high-impact data solutions across industries.
Automating Workflows with GitHub Actions
Author: Priscila Heller
language: en
Publisher: Packt Publishing Ltd
Release Date: 2021-11-11
Build, test, and deploy code right from your GitHub repository by automating, customizing, and executing software development workflows with GitHub Actions Key FeaturesEnhance your CI/CD and DevOps workflows using GitHub ActionsDiscover how to create custom GitHub Actions using Docker and JavaScriptGet up and running with building a CI/CD pipeline effectivelyBook Description GitHub Actions is one of the most popular products that enables you to automate development tasks and improve your software development workflow. Automating Workflows with GitHub Actions uses real-world examples to help you automate everyday tasks and use your resources efficiently. This book takes a practical approach to helping you develop the skills needed to create complex YAML files to automate your daily tasks. You'll learn how to find and use existing workflows, allowing you to get started with GitHub Actions right away. Moving on, you'll discover complex concepts and practices such as self-hosted runners and writing workflow files that leverage other platforms such as Docker as well as programming languages such as Java and JavaScript. As you advance, you'll be able to write your own JavaScript, Docker, and composite run steps actions, and publish them in GitHub Marketplace! You'll also find instructions to migrate your existing CI/CD workflows into GitHub Actions from platforms like Travis CI and GitLab. Finally, you'll explore tools that'll help you stay informed of additions to GitHub Actions along with finding technical support and staying engaged with the community. By the end of this GitHub book, you'll have developed the skills and experience needed to build and maintain your own CI/CD pipeline using GitHub Actions. What you will learnGet to grips with the basics of GitHub and the YAML syntaxUnderstand key concepts of GitHub ActionsFind out how to write actions for JavaScript and Docker environmentsDiscover how to create a self-hosted runnerMigrate from other continuous integration and continuous delivery (CI/CD) platforms to GitHub ActionsCollaborate with the GitHub Actions community and find technical help to navigate technical difficultiesPublish your workflows in GitHub MarketplaceWho this book is for This book is for anyone involved in the software development life cycle, for those looking to learn about GitHub Actions and what can be accomplished, and for those who want to develop a new skill to help them advance their software development career. If you are new to GitHub and GitHub Actions in general, then this book is for you. Basic knowledge of GitHub as a platform will help you to get the most out of this book.