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Mastering Flask Web Development: Build enterprise-grade, scalable python web applications, 2nd Edition

2018年

作者： Daniel Gaspar Jack Stouffer

ISBN: (数字)9781788999557

ISBN: (纸本)9781788995405

Learn to build modern, secure, highly available web MVC applications and API’s using python`s Flask framework. Key Features • Create production-ready MVC and REST API with the dynamic features of Flask • Utilize the various extensions like Flask-JWT and Flask-SQLAlchemy to develop powerful applications • Deploy your flask application on real-world platforms like AWS and Heroku on VM’s or Docker containers Book Description Flask is a popular python framework known for its lightweight and modular design. Mastering Flask Web Development will take you on a complete tour of the Flask environment and teach you how to build a production-ready application. You'll begin by learning about the installation of Flask and basic concepts such as MVC and accessing a database using an ORM. You will learn how to structure your application so that it can scale to any size with the help of Flask Blueprints. You'll then learn how to use Jinja2 templates with a high level of expertise. You will also learn how to develop with SQL or NoSQL databases, and how to develop REST APIs and JWT authentication. Next, you'll move on to build role-based access security and authentication using LDAP, OAuth, OpenID, and database. Also learn how to create asynchronous tasks that can scale to any load using Celery and RabbitMQ or Redis. You will also be introduced to a wide range of Flask extensions to leverage technologies such as cache, localization, and debugging. You will learn how to build your own Flask extensions, how to write tests, and how to get test coverage reports. Finally, you will learn how to deploy your application on Heroku and AWS using various technologies, such as Docker, CloudFormation, and Elastic Beanstalk, and will also learn how to develop Jenkins pipelines to build, test, and deploy applications. What you will learn • Develop a Flask extension using best practices • Implement various authentication methods: LDAP, JWT, Database, OAuth, and OpenID • Learn how to develop ro

关键词： python Flask python web development python applications flask learning flask flask python flask web applications Fask REST API python REST API

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Natural/random protein classification models based on star network topological indices

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JOURNAL OF THEORETICAL BIOLOGY 2008年第4期254卷 775-783页

作者： Munteanu, Cristian Robert Gonzalez-Diaz, Humberto Borges, Fernanda de Magalhaes, Alexandre Lopes Univ Santiago de Compostela Fac Pharm Inst Ind Pharm UBICA Santiago De Compostela 15782 Spain Univ Porto Dept Chem Fac Sci REQUIMTE P-4169007 Oporto Portugal Univ Porto Dept Organ Chem Fac Pharm FFUP P-4050047 Oporto Portugal

The development of the complex network graphs permits us to describe any real system such as social, neural, computer or genetic networks by transforming real properties in topological indices (TIs). This work uses Randic's star networks in order to convert the protein primary structure data in specific topological indices that are used to construct a natural/random protein classification model. The set of natural proteins contains 1046 protein chains selected from the pre-compiled CulledPDB list from PISCES Dunbrack's Web Lab. This set is characterized by a protein homology of 20%, a structure resolution of 1.6 angstrom and R-factor lower than 25%. The set of random amino acid chains contains 1046 sequences which were generated by python script according to the same type of residues and average chain length found in the natural set. A new Sequence to Star Networks (S2SNet) wxpython GUI application (with a Graphviz graphics back-end) was designed by our group in order to transform any character sequence in the following star network topological indices: Shannon entropy of Markov matrices, trace of connectivity matrices, Harary number, Wiener index, Gutman index, Schultz index, Moreau-Broto indices, Balaban distance connectivity index, Kier-Hall connectivity indices and Randic connectivity index. The model was constructed with the General Discriminant Analysis methods from STATISTICA package and gave training/predicting set accuracies of 90.77% for the forward stepwise model type. In conclusion, this study extends for the first time the classical TIs to protein star network TIs by proposing a model that can predict if a protein/fragment of protein is natural or random using only the amino acid sequence data. This classification can be used in the studies of the protein functions by changing some fragments with random amino acid sequences or to detect the fake amino acid sequences or the errors in proteins. These results promote the use of the S2SNet application not o

关键词： Protein structure Graph theory Random proteins python applications GDA S2SNet

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python® Projects 1

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2014年

作者： Laura Cassell Alan Gauld

ISBN: (数字)9781119207580

ISBN: (纸本)9781118908662

A guide to completing python projects for those ready to take their skills to the next level python Projects is the ultimate resource for the python programmer with basic skills who is ready to move beyond tutorials and start building projects. The preeminent guide to bridge the gap between learning and doing, this book walks readers through the "where"and "how"of real-world python programming with practical, actionable instruction. With a focus on real-world functionality, python Projects details the ways that python can be used to complete daily tasks and bring efficiency to businesses and individuals alike. python Projects is written specifically for those who know the python syntax and lay of the land, but may still be intimidated by larger, more complex projects. The book provides a walk-through of the basic set-up for an application and the building and packaging for a library, and explains in detail the functionalities related to the projects. Topics include: *How to maximize the power of the standard library modules *Where to get third party libraries, and the best practices for utilization *Creating, packaging, and reusing libraries within and across projects *Building multi-layered functionality including networks, data, and user interfaces *Setting up development environments and using virtualenv, pip, and more Written by veteran python trainers, the book is structured for easy navigation and logical progression that makes it ideal for individual, classroom, or corporate training. For python developers looking to apply their skills to real-world challenges, python Projects is a goldmine of information and expert insight.

关键词： python Projects Laura Cassell Alan Gauld beginner python introduction to python learning python python applications beginner python projects python help using python simple python projects python text python training python tutorials using python libraries python library sources working with python building with python libraries python and pip python and virtualenv how to use python where to apply python high-level programming language general-purpose programming language python corporate training

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Detecting Design Violations in Django-basedWeb applications 19

Detecting Design Violations in Django-basedWeb Applications

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13th Brazilian Symposium on Software Components, Architectures, and Reuse (SBCARS) / 10th Brazilian Conference on Software (CBSOFT)

作者： Correia, Renieri Adachi, Eiji Fed Inst Educ Sci & Technol Rio Grande Norte Apodi Ceara Brazil Univ Fed Rio Grande do Norte Natal RN Brazil

ISBN: (纸本)9781450376372

If on one hand frameworks allow programmers to reuse well-known architectural solutions, on the other hand they can make programmers unaware of important design decisions that should be followed during software construction, maintenance and evolution. And if programmers are unaware of these design decisions, there is a high risk of introducing design violations in the source code, and the accumulation of these violations might hinder software maintain-ability and evolvability. The use of static analysis tools might be employed to mitigate these problems by assisting the detection of recurring design violations in a given architectural pattern. In this work, we present MTV-Checker, a tool to assist the automatic detection of 5 design violations in Django-based web applications. We also conducted an empirical study in the context of the SUAP system, a large-scale Django-based information system with more than 175.000 lines of python code currently deployed in more than 30 Brazilian institutions. Our results present the most recurrent violations, how they evolve along software evolution, and the opinions and experiences of software architects regarding these violations.

关键词： Software Architecture Software Design Design Violations Code Smells Web-applications python applications

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3D Visualization of geological structures using python: the case study of the Palomeque sheets (SE, Spain)

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JOURNAL OF MAPS 2023年第1期19卷

作者： Bullejos, Manuel Martin-Martin, Manuel Univ Granada Dept Algebra Granada Spain Univ Alicante Dept Ciencias Tierra & Medio Ambiente Alicante 03080 Spain

The goal of this paper is the construction of computerized 3D visualization of geological structures. Several python applications have been used to adapt the paper map-based geological classical information to numerical geological maps represented in HTML files. The models include a map with the stratigraphic and structural contacts and symbols, five serial vertical sections, and a geological block diagram, all with real topography. This block diagram made with 2D figures allows a 3D visualization. Palomeque area (Murcia region, southeastern Spain) has been used as a key-case. This area consists of a deformed Upper Cretaceous to Oligocene succession belonging to the Internal Zone Malaguide Complex. The main structure consists of two thrust-fold sheets forming an imbricate system, also affected by a set of strike-slip faults with a sinistral regime. The constructed maps show a good agreement with the published classical geological maps and cross-sections demonstrating the benefits of using these python applications.

关键词： python applications geological map and vertical sections geological block diagram thrust-fold sheets Internal Betic Zone Malaguide Complex

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Beginning programming with python for dummies 1

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丛书名： For dummies

2014年

作者： John Paul Mueller

ISBN: (数字)9781118891490

ISBN: (纸本)1118891457;9781118891452;9781118891476;9781118891490

Learn python--the fun and easy way--and get in the programming game today! python is one of the fastest growing programming languages, and no wonder. It requires three to five times less time than developing in Java, is a great building block for learning both procedural and object-oriented programming concepts, and is an ideal language for data analysis. Beginning Programming with python For Dummies is the perfect guide to this dynamic and powerful programming language--even if you've never coded before! Author John Paul Mueller draws on his vast programming knowledge and experience to guide you step-by-step through the syntax and logic of programming with python and provides several real-world programming examples to give you hands-on experience trying out what you've learned. Provides a solid understanding of basic computer programming concepts and helps familiarize you with syntax and logic Explains the fundamentals of procedural and object-oriented programming Shows how python is being used for data analysis and other applications Includes short, practical programming samples to apply your skills to real-world programming scenarios Whether you've never written a line of code or are just trying to pick up python, there's nothing to fear with the fun and friendly Beginning Programming with python For Dummies leading the way.

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