Building Serverless Microservices In Python

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Building Serverless Microservices In Python

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Author : Richard Takashi Freeman
language : en
Publisher: Packt Publishing Ltd
Release Date : 2019-03-29

Building Serverless Microservices In Python written by Richard Takashi Freeman 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 2019-03-29 with Computers categories.

A practical guide for developing end-to-end serverless microservices in Python for developers, DevOps, and architects. Key FeaturesCreate a secure, cost-effective, and scalable serverless data APIUse identity management and authentication for a user-specific and secure web applicationGo beyond traditional web hosting to explore the full range of cloud hosting optionsBook Description Over the last few years, there has been a massive shift from monolithic architecture to microservices, thanks to their small and independent deployments that allow increased flexibility and agile delivery. Traditionally, virtual machines and containers were the principal mediums for deploying microservices, but they involved a lot of operational effort, configuration, and maintenance. More recently, serverless computing has gained popularity due to its built-in autoscaling abilities, reduced operational costs, and increased productivity. Building Serverless Microservices in Python begins by introducing you to serverless microservice structures. You will then learn how to create your first serverless data API and test your microservice. Moving on, you'll delve into data management and work with serverless patterns. Finally, the book introduces you to the importance of securing microservices. By the end of the book, you will have gained the skills you need to combine microservices with serverless computing, making their deployment much easier thanks to the cloud provider managing the servers and capacity planning. What you will learnDiscover what microservices offer above and beyond other architecturesCreate a serverless application with AWSGain secure access to data and resourcesRun tests on your configuration and codeCreate a highly available serverless microservice data APIBuild, deploy, and run your serverless configuration and codeWho this book is for If you are a developer with basic knowledge of Python and want to learn how to build, test, deploy, and secure microservices, then this book is for you. No prior knowledge of building microservices is required.

Building Serverless Applications With Python

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Author : Jalem Raj Rohit
language : en
Publisher: Packt Publishing Ltd
Release Date : 2018-04-20

Building Serverless Applications With Python written by Jalem Raj Rohit 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 2018-04-20 with Computers categories.

Building efficient Python applications at minimal cost by adopting serverless architectures Key Features Design and set up a data flow between cloud services and custom business logic Make your applications efficient and reliable using serverless architecture Build and deploy scalable serverless Python APIs Book Description Serverless architectures allow you to build and run applications and services without having to manage the infrastructure. Many companies have adopted this architecture to save cost and improve scalability. This book will help you design serverless architectures for your applications with AWS and Python. The book is divided into three modules. The first module explains the fundamentals of serverless architecture and how AWS lambda functions work. In the next module, you will learn to build, release, and deploy your application to production. You will also learn to log and test your application. In the third module, we will take you through advanced topics such as building a serverless API for your application. You will also learn to troubleshoot and monitor your app and master AWS lambda programming concepts with API references. Moving on, you will also learn how to scale up serverless applications and handle distributed serverless systems in production. By the end of the book, you will be equipped with the knowledge required to build scalable and cost-efficient Python applications with a serverless framework. What you will learn Understand how AWS Lambda and Microsoft Azure Functions work and use them to create an application Explore various triggers and how to select them, based on the problem statement Build deployment packages for Lambda functions Master the finer details about building Lambda functions and versioning Log and monitor serverless applications Learn about security in AWS and Lambda functions Scale up serverless applications to handle huge workloads and serverless distributed systems in production Understand SAM model deployment in AWS Lambda Who this book is for This book is for Python developers who would like to learn about serverless architecture. Python programming knowledge is assumed.

Microservices With Python

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Author : Pythquill Publishing
language : en
Publisher: Independently Published
Release Date : 2025-06-24

Microservices With Python 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 2025-06-24 with Computers categories.

What You Will Learn in This Book Fundamentals of Microservices: Grasp the core concepts, benefits, and challenges of microservice architecture, understanding its evolution from monolithic systems. Microservice Design Principles: Master essential design patterns like Single Responsibility, Bounded Contexts, Design for Failure, and decentralized data management for robust architectures. Python Development for Microservices: Set up an optimal Python development environment, including essential libraries, version management, and containerization with Docker. Build RESTful APIs with Python: Develop high-performance and scalable APIs using modern Python frameworks like Flask and FastAPI, incorporating data validation and asynchronous operations. Inter-Service Communication: Implement various communication patterns, including synchronous (REST, gRPC) and asynchronous (message queues like RabbitMQ and Kafka), and integrate service discovery. Decentralized Data Management: Apply strategies for managing data consistency across services using patterns such as eventual consistency and the Saga pattern. Secure Your Microservices: Implement comprehensive security measures, including authentication (JWT, OAuth 2.0), authorization, secure inter-service communication (mTLS), and secret management. Containerization with Docker: Optimize Dockerfile best practices, utilize Docker Compose for local development, and manage container images for deployment. Orchestration with Kubernetes: Deploy, scale, and manage your Python microservices effectively on Kubernetes clusters, understanding core concepts like Pods, Deployments, and Services. API Gateway Implementation: Learn the benefits and patterns of API Gateways, including request routing, security offloading, and the Backend for Frontend (BFF) pattern. Implement CI/CD Pipelines: Design and automate continuous integration and delivery pipelines for seamless building, testing, and deployment of microservices. Observability in Distributed Systems: Establish comprehensive logging, monitoring (Prometheus, Grafana), and distributed tracing (OpenTelemetry, Jaeger) to gain deep insights into your applications. Build Resilient Microservices: Apply advanced resiliency patterns such as timeouts, retries, circuit breakers, and rate limiting to create fault-tolerant systems. Strategic Testing Approaches: Master various testing methodologies, including unit, integration, contract, and end-to-end testing, specific to microservice environments. Explore Advanced Topics: Understand serverless microservices (AWS Lambda, GCP Functions), service mesh concepts (Istio, Linkerd), and strategies for evolving your microservice architecture over time. Real-World Application: Apply all learned concepts through practical case studies, gaining insights into building and managing complex microservice-based solutions.

Building Serverless Python Web Services With Zappa

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Author : Abdulwahid Abdulhaque Barguzar
language : en
Publisher: Packt Publishing Ltd
Release Date : 2018-07-30

Building Serverless Python Web Services With Zappa written by Abdulwahid Abdulhaque Barguzar 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 2018-07-30 with Computers categories.

Master serverless architectures in Python and their implementation, with Zappa on three different frameworks. Key Features Scalable serverless Python web services using Django, Flask, and Pyramid. Learn Asynchronous task execution on AWS Lambda and scheduling using Zappa. Implementing Zappa in a Docker container. Book Description Serverless applications are becoming very popular these days, not just because they save developers the trouble of managing the servers, but also because they provide several other benefits such as cutting heavy costs and improving the overall performance of the application. This book will help you build serverless applications in a quick and efficient way. We begin with an introduction to AWS and the API gateway, the environment for serverless development, and Zappa. We then look at building, testing, and deploying apps in AWS with three different frameworks--Flask, Django, and Pyramid. Setting up a custom domain along with SSL certificates and configuring them with Zappa is also covered. A few advanced Zappa settings are also covered along with securing Zappa with AWS VPC. By the end of the book you will have mastered using three frameworks to build robust and cost-efficient serverless apps in Python. What you will learn Build, test, and deploy a simple web service using AWS CLI Integrate Flask-based Python applications, via AWS CLI configuration Design Rest APIs integrated with Zappa for Flask and Django Create a project in the Pyramid framework and configure it with Zappa Generate SSL Certificates using Amazon Certificate Manager Configure custom domains with AWS Route 53 Create a Docker container similar to AWS Lambda Who this book is for Python Developers who are interested in learning how to develop fast and highly scalable serverless applications in Python, will find this book useful

Python Programming Basic To Advanced

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Author : Puja S. Gholap
language : en
Publisher: GRIN Verlag
Release Date : 2025-05-26

Python Programming Basic To Advanced written by Puja S. Gholap and has been published by GRIN Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-26 with Computers categories.

Document from the year 2025 in the subject Engineering - Computer Engineering, grade: A, Savitribai Phule Pune University, formerly University of Pune (Savitribai Phule Pune University), course: B.E, language: English, abstract: Welcome to a comprehensive journey through the world of Python programming, a language that has revolutionized the field of computer science and continues to be a vital tool in various professional domains. This book, "Python Programming for All: Basic to Advanced," aims to empower readers like you with the knowledge and skills to harness the full potential of Python, no matter your starting point. Python's simplicity and versatility have made it one of the most beloved programming languages among both beginners and seasoned coders. Whether you are a student, a hobbyist, a professional coder, or even someone from a non-technical background looking to dip your toes into the world of programming, this book is for you. The book is structured to provide a gradual learning experience, starting from the very basics and gradually moving towards advanced concepts. In the early chapters, you will be introduced to the fundamental aspects of Python, such as syntax, data types, and control structures. As you progress, you will explore more complex topics like object-oriented programming, data structures, algorithms, and more. By the end, you will be equipped to use Python for a wide range of applications, from web development and data analysis to artificial intelligence and machine learning. Each chapter is designed with a balance of theory and practical examples, followed by exercises that reinforce learning. The book also includes useful tips and tricks, common pitfalls to avoid, and insights into how Python is used in the real world. The goal of "Python Programming for All: Basic to Advance" is not just to teach you Python, but also to instill a problem-solving mindset and coding best practices. This will enable you to not just understand Python, but also to think like a Python programmer. We hope that this book will ignite your passion for programming and open up new opportunities for you in the digital world. So, get ready to embark on a thrilling adventure into the world of Python programming!

Python Serverless Framework For Beginners

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Author : Avery Locke
language : en
Publisher: Independently Published
Release Date : 2024-12-16

Python Serverless Framework For Beginners written by Avery Locke and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-16 with Computers categories.

Serverless computing is changing the way developers build, deploy, and scale applications. With "Python Serverless Framework For Beginners," you'll learn how to harness the power of serverless architecture without worrying about complex infrastructure. This book provides a clear and concise guide to creating Python-based serverless applications using the top cloud platforms like AWS, Google Cloud, and Azure. Whether you're a newcomer to serverless computing or looking to expand your Python skills, this book will walk you through the essentials, from setting up your environment to deploying your first serverless function. You'll gain hands-on experience using Python's rich ecosystem of libraries and frameworks, enabling you to create scalable, cost-efficient applications. Packed with practical examples and easy-to-follow instructions, "Python Serverless Framework For Beginners" will help you make the most of serverless computing with Python, allowing you to build robust applications that scale automatically, save you time, and reduce costs. Start building serverless applications today and let Python power your cloud-based solutions!

Mastering Python Serverless Framework

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Author : Katie Millie
language : en
Publisher: Independently Published
Release Date : 2024-05-27

Mastering Python Serverless Framework written by Katie Millie and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-27 with Computers categories.

Mastering Python Serverless Framework: Unleash the Power of Cloud-Based Applications (Without Becoming a Cloud Guru) Do you dream of building ultra-scalable, cost-effective web applications that deploy in seconds? Buckle up, Python developer, because serverless computing is here to revolutionize your workflow. This book is your no-nonsense guide to mastering the Python serverless framework and crafting dynamic cloud applications like a pro. Forget the days of managing servers, wrestling with infrastructure, and dealing with endless deployment headaches. With serverless, you simply write clean, concise Python code, and the cloud takes care of the rest. Mastering Python Serverless Framework isn't just another dry tech manual. It's a hands-on, action-packed journey that will equip you with the knowledge and practical skills to build serverless applications with confidence. Here's a glimpse of what awaits you inside: Effortless Setup: Step-by-step guidance on configuring your local development environment and getting started with the Python serverless framework. No cloud expertise needed - we'll make it painless! Python Powerhouse: Dive deep into the Python serverless framework's core functionalities. Craft serverless functions, handle events efficiently, and leverage the power of AWS Lambda to its full potential. Architectural Agility: Explore best practices for designing robust serverless architectures. Learn how to structure your code for optimal performance, scalability, and maintainability. Database Dynamos: Unlock the secrets of integrating serverless applications with various database solutions.Master the art of data persistence and retrieval in the serverless paradigm. Real-World Ready: Put your newfound knowledge to the test with a collection of practical serverless application projects. Build serverless APIs, create real-time chat applications, and implement serverless workflows - the possibilities are endless! Beyond the Basics: Delve into advanced serverless concepts like security, authentication, and monitoring. Ensure your applications are secure, scalable, and observable in production. Mastering Python Serverless Framework is more than a book - it's your gateway to a new era of application development. Whether you're a seasoned Python developer or just starting your cloud journey, this book is your key to unlocking the immense potential of serverless computing. Stop spending hours managing servers and start focusing on what truly matters - building incredible applications. Get your copy today and join the serverless revolution!

Serverless Design Patterns And Best Practices

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Author : Brian Zambrano
language : en
Publisher: Packt Publishing Ltd
Release Date : 2018-04-12

Serverless Design Patterns And Best Practices written by Brian Zambrano 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 2018-04-12 with Computers categories.

Get started with designing your serverless application using optimum design patterns and industry standard practices Key Features Learn the details of popular software patterns and how they are applied to serverless applications Understand key concepts and components in serverless designs Walk away with a thorough understanding of architecting serverless applications Book Description Serverless applications handle many problems that developers face when running systems and servers. The serverless pay-per-invocation model can also result in drastic cost savings, contributing to its popularity. While it's simple to create a basic serverless application, it's critical to structure your software correctly to ensure it continues to succeed as it grows. Serverless Design Patterns and Best Practices presents patterns that can be adapted to run in a serverless environment. You will learn how to develop applications that are scalable, fault tolerant, and well-tested. The book begins with an introduction to the different design pattern categories available for serverless applications. You will learn the trade-offs between GraphQL and REST and how they fare regarding overall application design in a serverless ecosystem. The book will also show you how to migrate an existing API to a serverless backend using AWS API Gateway. You will learn how to build event-driven applications using queuing and streaming systems, such as AWS Simple Queuing Service (SQS) and AWS Kinesis. Patterns for data-intensive serverless application are also explained, including the lambda architecture and MapReduce. This book will equip you with the knowledge and skills you need to develop scalable and resilient serverless applications confidently. What you will learn Comprehend the popular design patterns currently being used with serverless architectures Understand the various design options and corresponding implementations for serverless web application APIs Learn multiple patterns for data-intensive serverless systems and pipelines, including MapReduce and Lambda Architecture Learn how to leverage hosted databases, queues, streams, storage services, and notification services Understand error handling and system monitoring in a serverless architecture a serverless architecture Learn how to set up a serverless application for continuous integration, continuous delivery, and continuous deployment Who this book is for If you're a software architect, engineer, or someone who wants to build serverless applications, which are non-trivial in complexity and scope, then this book is for you. Basic knowledge of programming and serverless computing concepts are assumed.

Python Microservices Development

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Author : Simon Fraser
language : en
Publisher: Packt Publishing Ltd
Release Date : 2021-09-30

Python Microservices Development written by Simon Fraser 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 2021-09-30 with Computers categories.

Use Python microservices to craft applications that are built as small standard units using proven best practices and avoiding common errors Key FeaturesBecome well versed with the fundamentals of building, designing, testing, and deploying Python microservicesIdentify where a monolithic application can be split, how to secure it, and how to scale it once ready for deploymentUse the latest framework based on asynchronous programming to write effective microservices with PythonBook Description The small scope and self-contained nature of microservices make them faster, cleaner, and more scalable than code-heavy monolithic applications. However, building microservices architecture that is efficient as well as lightweight into your applications can be challenging due to the complexity of all the interacting pieces. Python Microservices Development, Second Edition will teach you how to overcome these issues and craft applications that are built as small standard units using proven best practices and avoiding common pitfalls. Through hands-on examples, this book will help you to build efficient microservices using Quart, SQLAlchemy, and other modern Python tools In this updated edition, you will learn how to secure connections between services and how to script Nginx using Lua to build web application firewall features such as rate limiting. Python Microservices Development, Second Edition describes how to use containers and AWS to deploy your services. By the end of the book, you’ll have created a complete Python application based on microservices. What you will learnExplore what microservices are and how to design themConfigure and package your code according to modern best practicesIdentify a component of a larger service that can be turned into a microserviceHandle more incoming requests, more effectivelyProtect your application with a proxy or firewallUse Kubernetes and containers to deploy a microserviceMake changes to an API provided by a microservice safely and keep things workingIdentify the factors to look for to get started with an unfamiliar cloud providerWho this book is for This book is for developers who want to learn how to build, test, scale, and manage Python microservices. Readers will require basic knowledge of the Python programming language, the command line, and HTTP-based application principles. No prior experience of writing microservices in Python is assumed.

Microservices And Serverless Architecture 2024 Edition Aws Azure Google

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Author : Diego Rodrigues
language : en
Publisher: Diego Rodrigues
Release Date : 2024-11-11

Microservices And Serverless Architecture 2024 Edition Aws Azure Google written by Diego Rodrigues and has been published by Diego Rodrigues this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-11 with Business & Economics categories.

Welcome to "MICROSERVICES AND SERVERLESS ARCHITECTURE: Scalability and Efficiency in AWS, Azure, and Google Cloud - 2024 Edition", the definitive guide to transforming how you build applications in the modern era of cloud computing. Written by Diego Rodrigues, one of the most prolific authors, with over 180 titles published in six languages, this book offers a deep and practical journey to master the creation of distributed architectures, utilizing microservices and serverless to achieve new levels of scalability and efficiency. Whether you are a beginner or an experienced professional, this practical manual explores building solutions based on the three leading cloud platforms – AWS, Microsoft Azure, and Google Cloud. From setting up environments to implementing complex solutions with microservices, you will be guided step-by-step to create robust and highly scalable systems, ready for the future. You will learn to master both fundamental and advanced concepts, such as breaking down monolithic applications into independent microservices, using serverless architectures to eliminate the need for managing servers, and optimizing performance for the highest demands. The book also covers security practices, orchestration, and cloud service monitoring, ensuring that your solutions are not only efficient but also secure and resilient. Additionally, each chapter includes practical examples and case studies that challenge you to apply the knowledge acquired in real-world scenarios. This is the essential resource for developers, solution architects, and all those looking to stand out in the competitive IT market. Get ready to master the architectures shaping the future of modern applications and take your technological career to the next level with "MICROSERVICES AND SERVERLESS ARCHITECTURE." TAGS: Python Java Linux Kali Linux HTML ASP.NET Ada Assembly Language BASIC Borland Delphi C C# C++ CSS Cobol Compilers DHTML Fortran General HTML Java JavaScript LISP PHP Pascal Perl Prolog RPG Ruby SQL Swift UML Elixir Haskell VBScript Visual Basic XHTML XML XSL Django Flask Ruby on Rails Angular React Vue.js Node.js Laravel Spring Hibernate .NET Core Express.js TensorFlow PyTorch Jupyter Notebook Keras Bootstrap Foundation jQuery SASS LESS Scala Groovy MATLAB R Objective-C Rust Go Kotlin TypeScript Elixir Dart SwiftUI Xamarin React Native NumPy Pandas SciPy Matplotlib Seaborn D3.js OpenCV NLTK PySpark BeautifulSoup Scikit-learn XGBoost CatBoost LightGBM FastAPI Celery Tornado Redis RabbitMQ Kubernetes Docker Jenkins Terraform Ansible Vagrant GitHub GitLab CircleCI Travis CI Linear Regression Logistic Regression Decision Trees Random Forests FastAPI AI ML K-Means Clustering Support Vector Tornado Machines Gradient Boosting Neural Networks LSTMs CNNs GANs ANDROID IOS MACOS WINDOWS Nmap Metasploit Framework Wireshark Aircrack-ng John the Ripper Burp Suite SQLmap Maltego Autopsy Volatility IDA Pro OllyDbg YARA Snort ClamAV iOS Netcat Tcpdump Foremost Cuckoo Sandbox Fierce HTTrack Kismet Hydra Nikto OpenVAS Nessus ZAP Radare2 Binwalk GDB OWASP Amass Dnsenum Dirbuster Wpscan Responder Setoolkit Searchsploit Recon-ng BeEF aws google cloud ibm azure databricks nvidia meta x Power BI IoT CI/CD Hadoop Spark Pandas NumPy Dask SQLAlchemy web scraping mysql big data science openai chatgpt Handler RunOnUiThread()Qiskit Q# Cassandra Bigtable VIRUS MALWARE docker kubernetes Kali Linux Nmap Metasploit Wireshark information security pen test cybersecurity Linux distributions ethical hacking vulnerability analysis system exploration wireless attacks web application security malware analysis social engineering Android iOS Social Engineering Toolkit SET computer science IT professionals cybersecurity careers cybersecurity expertise cybersecurity library cybersecurity training Linux operating systems cybersecurity tools ethical hacking tools security testing penetration test cycle security concepts mobile security cybersecurity fundamentals cybersecurity techniques cybersecurity skills cybersecurity industry global cybersecurity trends Kali Linux tools cybersecurity education cybersecurity innovation penetration test tools cybersecurity best practices global cybersecurity companies cybersecurity solutions IBM Google Microsoft AWS Cisco Oracle cybersecurity consulting cybersecurity framework network security cybersecurity courses cybersecurity tutorials Linux security cybersecurity challenges cybersecurity landscape cloud security cybersecurity threats cybersecurity compliance cybersecurity research cybersecurity technology