Python In Containers
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Python In Containers
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Author : Kris Celmer
language : en
Publisher:
Release Date : 2020
Python In Containers written by Kris Celmer and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.
All about containers, Docker, and Kubernetes for Python engineers. About This Video Become well-versed with using Docker tools to create top-class containers running your Python code Master Docker runtime tools such as Compose and Swarm Design your applications to run on Kubernetes and master writing Kubernetes object declarations In Detail Docker and Kubernetes are must-have skills for Python engineers these days. Whether your focus is on machine learning and data science or you use Python as a general programming language, you must understand Docker and Kubernetes, as they form the basis of modern cloud-native applications built using microservice architectures. In this course, you'll learn to do the following: Develop and explore machine learning, data science, and Jupyter Notebooks in Docker Run machine learning models in production with Kubernetes and Docker Swarm Package your Python code into containers Publish your containers in image registries Deploy containers to production, both in Docker and Kubernetes Build highly modular, container-based services in a microservices way Monitor and maintain containerized apps You can use the course in two ways: If you use Python for machine learning and data science, go top-down - start with section 7 to quickly develop practical Docker skills and use sections 2 to 6 to delve deeper into specific container topics If you want to use Python for building web apps and microservices, try the bottom-up approach - use the course in a linear way.
Practical Docker With Python
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Author : Sathyajith Bhat
language : en
Publisher:
Release Date : 2022
Practical Docker With Python written by Sathyajith Bhat and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with categories.
Learn the fundamentals of containerization and get acquainted with Docker. This second edition builds upon the foundation of the first book by revising all the chapters, updating the commands, code, and examples to meet the changes in Docker. It also introduces a new chapter on setting up your application for production deployment and breaks down terminologies like Dockerfile and Docker volumes while taking you on a guided tour of building a telegram bot using Python. You'll start with a brief history of how containerization has changed over the years. Next, we look at how to install (including using the new WSL2 mode) and get started with Docker. The next couple of chapters will focus on understanding the Dockerfile, including the structure and the core instructions used in building a Docker image. You'll also see how to distribute Docker images using Docker hub and other private registries. From there, you'll look at using Docker volumes for persisting data. Then learn how to run multi-container applications with Docker compose and learn inter-container networking works with Docker networks. Finally, you'll look at how to prepare a containerized application for production deployments. Throughout the book you'll apply the techniques learned through the chapters by building a Telegram messenger Chatbot and see how much easier Docker makes it possible to build, release, contribute and distribute an application. In addition, the book shows how optimize the Docker images for production servers by using multi-stage builds and improve the reliability of your services by using health checks and restart policies. You will: Compare the difference between containerization and virtualization Understand the Dockerfile and converting your application to Docker image Define and run multi-container applications with Docker compose Review data persistency with Docker volumes.
Hands On Docker For Microservices With Python
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Author : Jaime Buelta
language : en
Publisher: Packt Publishing Ltd
Release Date : 2019-11-22
Hands On Docker For Microservices With Python written by Jaime Buelta and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-22 with Computers categories.
A step-by-step guide to building microservices using Python and Docker, along with managing and orchestrating them with Kubernetes Key FeaturesLearn to use Docker containers to create, operate, and deploy your microservicesCreate workflows to manage independent deployments on coordinating services using CI and GitOps through GitHub, Travis CI, and FluxDevelop a REST microservice in Python using the Flask framework and Postgres databaseBook Description Microservices architecture helps create complex systems with multiple, interconnected services that can be maintained by independent teams working in parallel. This book guides you on how to develop these complex systems with the help of containers. You’ll start by learning to design an efficient strategy for migrating a legacy monolithic system to microservices. You’ll build a RESTful microservice with Python and learn how to encapsulate the code for the services into a container using Docker. While developing the services, you’ll understand how to use tools such as GitHub and Travis CI to ensure continuous delivery (CD) and continuous integration (CI). As the systems become complex and grow in size, you’ll be introduced to Kubernetes and explore how to orchestrate a system of containers while managing multiple services. Next, you’ll configure Kubernetes clusters for production-ready environments and secure them for reliable deployments. In the concluding chapters, you’ll learn how to detect and debug critical problems with the help of logs and metrics. Finally, you’ll discover a variety of strategies for working with multiple teams dealing with different microservices for effective collaboration. By the end of this book, you’ll be able to build production-grade microservices as well as orchestrate a complex system of services using containers. What you will learnDiscover how to design, test, and operate scalable microservicesCoordinate and deploy different services using KubernetesUse Docker to construct scalable and manageable applications with microservicesUnderstand how to monitor a complete system to ensure early detection of problemsBecome well versed with migrating from an existing monolithic system to a microservice oneUse load balancing to ensure seamless operation between the old monolith and the new serviceWho this book is for This book is for developers, engineers, or software architects who are trying to move away from traditional approaches for building complex multi-service systems by adopting microservices and containers. Although familiarity with Python programming is assumed, no prior knowledge of Docker is required.
Docker Containers
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Author : Christopher Negus
language : en
Publisher: Prentice Hall
Release Date : 2015-11-26
Docker Containers written by Christopher Negus and has been published by Prentice Hall this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-11-26 with Computers categories.
The Practical Guide to Running Docker on Linux Systems or Cloud Environments Whether on your laptop or a remote cloud, Docker can transform how you create, test, deploy, and manage your most critical applications. In Docker Containers, Christopher Negus helps you master Docker containerization from the ground up. You’ll start out running a few Docker container images in Ubuntu, Fedora, RHEL, CoreOS, or Project Atomic. By the time you’ve finished, you’ll be deploying enterprise-quality, multi-container Kubernetes setups in modern Linux and cloud environments. Writing for system administrators, software developers, and technology enthusiasts, Negus touches on every aspect of working with Docker: setting up containerized applications, working with both individual and multiple containers, running containers in cloud environments, and developing containers. Teaching through realistic examples of desktop applications, system services, and games, Negus guides you through building and deploying your own Dockerized applications. As you build your expertise, you’ll also learn indispensable Docker best practices for building and integrating containers, managing Docker on a day-to-day basis, and much more: • Understanding what Docker is and what you can do with it • Installing Docker on standard Linux or specialized container operating systems such as Atomic Host and CoreOS • Setting up a container runtime environment and private Docker Registry • Creating, running, and investigating Docker images and containers • Finding, pulling, saving, loading, and tagging container images • Pulling and pushing containers between local systems and Docker Registries • Integrating Docker containers with host networking and storage • Building containers with the docker build command and Dockerfile files • Minimizing space consumption and erasing unneeded containers • Accessing special host privileges from within a container • Orchestrating multiple containers into complex applications with Kubernetes • Using super privileged containers in cloud environments • Managing containers in the cloud with Cockpit • Getting started with Docker container development • Learning container build techniques from shared Dockerfiles This book is part of the Pearson Content Update Program. As the technology changes, sections of this book will be updated or new sections will be added. The updates will be delivered to you via a free Web Edition of this book, which can be accessed with any Internet connection.
Rhcsa Red Hat Enterprise Linux 9 Certification Study Guide Eighth Edition Exam Ex200
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Author : Michael Jang
language : en
Publisher: McGraw Hill Professional
Release Date : 2023-12-20
Rhcsa Red Hat Enterprise Linux 9 Certification Study Guide Eighth Edition Exam Ex200 written by Michael Jang and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-20 with Computers categories.
Take the latest editions of the challenging RHCSA and RHCE certification exams with confidence This comprehensive self-study guide clearly explains what you need to know—and gets you fully prepared—for the RHCSA and RHCE certification exams. Written by a pair of Linux certification experts and experienced authors, this new edition has been thoroughly revised for Red Hat Enterprise Linux 8 and provides complete coverage of all exam objectives. RHCSA/RHCE Red Hat Enterprise Linux 8 Certification Study Guide, Eighth Edition (Exams EX200 & EX294) is an integrated study system based on proven pedagogy. Each chapter includes step-by-step exercises, special “Exam Watch” and “On the Job” sidebars, “Two-Minute Drills,” self-tests, and hands-on lab questions. The companion website contains searchable glossaries, downloadable virtual machine files, four complete lab-based practice exams (two for each exam), and 100+ lab-based exercises with answers and explanations. Features 100+ lab-based exercises with answers and in-depth explanations Online content includes four complete lab-based practice exams—two for RHSCA and two for RHCE Written by a pair of Linux certification experts
Python In Production
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Author : Pythquill Publishing
language : en
Publisher: Independently Published
Release Date : 2025-06-23
Python In Production written by Pythquill Publishing and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-23 with Computers categories.
What You Will Learn in This Book Master the deployment lifecycle: Understand the entire journey of a web application from local development to being live in production environments. Prepare applications for production: Get your Python application ready for prime time with best practices for code structure, configuration, dependency management, logging, and serving static files. Utilize essential tools: Leverage fundamental development tools like Git for version control and various task runners to streamline your daily workflow. Choose and configure WSGI/ASGI servers: Make informed decisions and properly set up Gunicorn, uWSGI, Uvicorn, and Daphne for optimal application performance and stability. Grasp Docker fundamentals: Understand the core concepts of containerization and Docker and effectively Dockerize your Python web applications. Orchestrate with Docker Compose: Seamlessly manage multi-container development environments for your applications, including databases and caches. Deploy to Virtual Private Servers (VPS): Learn the ins and outs of traditional server deployment, including server setup, hardening, reverse proxy configuration with Nginx, and process management. Deploy to Platform as a Service (PaaS): Discover how to efficiently deploy Python applications to services like Heroku, AWS Elastic Beanstalk, and Google App Engine. Transition Docker to production: Successfully move your Dockerized applications from development to live production environments, including using container registries. Introduce Kubernetes for Python apps: Get a solid foundation in Kubernetes core concepts and learn how to deploy, manage, and scale your Python applications within a cluster. Explore serverless deployment (FaaS): Understand and implement event-driven architectures using serverless functions with AWS Lambda, Google Cloud Functions, and Azure Functions. Implement CI/CD pipelines: Automate your development and deployment processes with Continuous Integration and Continuous Deployment, using tools like GitHub Actions and GitLab CI/CD. Establish monitoring and alerting: Set up robust systems to track application and system health, identify issues proactively, and ensure continuous operation. Strategically scale your application: Learn techniques for vertical and horizontal scaling, including load balancing, autoscaling, and database optimization. Apply security best practices: Implement crucial security measures throughout your deployment, from HTTPS and server hardening to dependency auditing and disaster recovery planning. Manage production databases effectively: Learn how to handle database migrations, backups, restores, and performance tuning in a production setting. Automate infrastructure with IaC: Utilize Infrastructure as Code (IaC) tools like Terraform to provision and manage your deployment resources reproducibly. Dive into advanced Kubernetes: Explore more complex Kubernetes concepts such as Helm charts, StatefulSets, and service meshes for sophisticated deployments. Understand microservices deployment: Gain insights into the unique considerations and patterns for deploying Python-based microservices. Stay current with future trends: Keep up-to-date with emerging technologies and best practices in Python web deployment. Troubleshoot common issues: Effectively diagnose and resolve common deployment problems, leveraging provided resources for ongoing learning.
Mastering Python Network Automation
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Author : Tim Peters
language : en
Publisher: GitforGits
Release Date : 2023-03-20
Mastering Python Network Automation written by Tim Peters and has been published by GitforGits this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-20 with Computers categories.
Numerous sample programs & examples demonstrating the application of python tools to streamline network automation With "Mastering Python Network Automation," you can streamline container orchestration, configuration management, and resilient networking with Python and its libraries, allowing you to emerge as a skilled network engineer or a strong DevOps professional. From the ground up, this guide walks readers through setting up a network automation lab using the NS3 network simulator and Python programming. This includes the installation of NS3, as well as python libraries like nornir, paramiko, netmiko, and PyEZ, as well as the configuration of ports, hosts, and servers. This book will teach you the skills to become a proficient automation developer who can test and fix any bugs in automation scripts. This book examines the emergence of the service mesh as a solution to the problems associated with service-to-service communication over time. This book walks you through automating various container-related tasks in Python and its libraries, including container orchestration, service discovery, load balancing, container storage management, container performance monitoring, and rolling updates. Calico and Istio are two well-known service mesh tools, and you'll find out how to set them up and configure them to manage traffic routing, security, and monitoring. Additional topics covered in this book include the automation of network policies, the routing of workloads, and the collection and tracking of metrics, logs, and traces. You'll also pick up some tips and tricks for collecting and visualizing Istio metrics with the help of tools like Grafana. Key Learnings Use of Istio for cluster traffic management, traffic routing, and service mesh implementation. Utilizing Cilium and Calico to solve pod networking and automate network policy and workload routing. Monitoring and managing Kubernetes clusters with etcd and HAProxy load balancers and container storage. Establishing network automation lab with tools like NS3 emulator, Python, Virtual Environment, and VS Code. Establishing connectivity between hosts, port connectivity, SSH connectivity, python libraries, NS3, and network encryption. Table of Content Python Essentials for Networks File Handling and Modules in Python Preparing Network Automation Lab Configuring Libraries and Lab Components Code, Test & Validate Network Automation Automation of Configuration Management Managing Docker and Container Networks Orchestrating Container & Workloads Pod Networking Implementing Service Mesh Audience "Mastering Python Network Automation" is an essential guide for network engineers, DevOps professionals, and developers who want to streamline container orchestration and resilient networking with the help of Terraform, Calico, and Istio. Knowing Python and the basics of networking is sufficient to pursue this book.
Ironpython In Action
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Author : Michael J. Foord
language : en
Publisher: Manning Publications
Release Date : 2009
Ironpython In Action written by Michael J. Foord and has been published by Manning Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with Computers categories.
A comprehensive, hands-on introduction to Microsoft's version of Python for the .NET framework. The book shows how to use IronPython with C♯, VB.NET, and ASP.NET applications. Readers will use IronPython as a Windows scripting tool, and see how it connects to PowerShell.
Advanced Software Control And Communications Systems For Astronomy
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Author : Hilton Lewis
language : en
Publisher: SPIE-International Society for Optical Engineering
Release Date : 2004
Advanced Software Control And Communications Systems For Astronomy written by Hilton Lewis and has been published by SPIE-International Society for Optical Engineering this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Nature categories.
Proceedings of SPIE present the original research papers presented at SPIE conferences and other high-quality conferences in the broad-ranging fields of optics and photonics. These books provide prompt access to the latest innovations in research and technology in their respective fields. Proceedings of SPIE are among the most cited references in patent literature.
Astronomical Data Analysis Software And Systems Xiii
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Author : F. Ochsenbein
language : en
Publisher:
Release Date : 2004
Astronomical Data Analysis Software And Systems Xiii written by F. Ochsenbein and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Computers categories.