Designing APIs that depart from standard REST procedure to help overcome issues with REST operations on complex data. Using Django and TastyPie as development platforms.
This document outlines a midterm test project that involves building a web program to search images using the Daum image search open API. It will have an Android app structure with an ActivityMain, ImagePresenter, and RecyclerView to display search results. Additional libraries like SQUARE will be used for API calls and displaying images from the results.
This document provides an overview of a training on building a native iOS app with an API backend. The training covers Objective-C, setting up controllers and outlets, using a backend for remote data storage, making API calls to get, store, and delete data, and submitting the app to the App Store. It encourages participants to provide feedback to improve future trainings.
This document discusses using Backbone.js and Alloy together for mobile app development. It provides examples of creating a model from a database, fetching and displaying data from a REST API, and adding interactivity by allowing the user to add new data to the collection which is then saved and displayed. The key points are that Backbone provides structure, Alloy integrates it into mobile apps, and the sync adapters allow connecting models and collections to various data sources like SQLite databases or REST APIs.
REST (Representational State Transfer) is an architectural style, and an approach to communications that is often used in the development of Web services and nowadays with Mobile world and Internet of Things.
O documento discute os conceitos de comércio, distribuição e venda no varejo. Aborda os tipos de comércio atacadista e varejista, circuitos de distribuição, formas de organização do varejo e técnicas de venda como venda a distância e franquias. Também discute conceitos como compra por impulso, supermercados e hipermercados.
Reuters: Pictures of the Year 2016 (Part 2)maditabalnco
This document contains 20 photos from news events around the world between January and November 2016. The photos show international events like the US presidential election, the conflict in Ukraine, the migrant crisis in Europe, the Rio Olympics, and more. They also depict human interest stories and natural phenomena from various countries.
The Six Highest Performing B2B Blog Post FormatsBarry Feldman
If your B2B blogging goals include earning social media shares and backlinks to boost your search rankings, this infographic lists the size best approaches.
This document outlines a midterm test project that involves building a web program to search images using the Daum image search open API. It will have an Android app structure with an ActivityMain, ImagePresenter, and RecyclerView to display search results. Additional libraries like SQUARE will be used for API calls and displaying images from the results.
This document provides an overview of a training on building a native iOS app with an API backend. The training covers Objective-C, setting up controllers and outlets, using a backend for remote data storage, making API calls to get, store, and delete data, and submitting the app to the App Store. It encourages participants to provide feedback to improve future trainings.
This document discusses using Backbone.js and Alloy together for mobile app development. It provides examples of creating a model from a database, fetching and displaying data from a REST API, and adding interactivity by allowing the user to add new data to the collection which is then saved and displayed. The key points are that Backbone provides structure, Alloy integrates it into mobile apps, and the sync adapters allow connecting models and collections to various data sources like SQLite databases or REST APIs.
REST (Representational State Transfer) is an architectural style, and an approach to communications that is often used in the development of Web services and nowadays with Mobile world and Internet of Things.
O documento discute os conceitos de comércio, distribuição e venda no varejo. Aborda os tipos de comércio atacadista e varejista, circuitos de distribuição, formas de organização do varejo e técnicas de venda como venda a distância e franquias. Também discute conceitos como compra por impulso, supermercados e hipermercados.
Reuters: Pictures of the Year 2016 (Part 2)maditabalnco
This document contains 20 photos from news events around the world between January and November 2016. The photos show international events like the US presidential election, the conflict in Ukraine, the migrant crisis in Europe, the Rio Olympics, and more. They also depict human interest stories and natural phenomena from various countries.
The Six Highest Performing B2B Blog Post FormatsBarry Feldman
If your B2B blogging goals include earning social media shares and backlinks to boost your search rankings, this infographic lists the size best approaches.
This document outlines the timeline and key steps for the SoMa project from November 2013 to mid-2014. It describes picking ASP.NET MVC 4 as the implementation technology due to its templates, libraries, and Azure integration. Domain hosting at http://soma.azurewebsites.net/ was selected. The REST API and architecture were designed with resource models, repositories, and controllers to support Flickr and Twitter integrations. A working prototype was deployed to the domain and midterm evaluation materials were prepared, including a blog, website, source code, and documentation.
This talk is primarily for web developers. It's about understanding how to write an API client that is testable and sensible without being more opinionated than necessary.
A Python-centric talk given at PyTennessee 2015 in Nashville, TN.
Backbone.js helps structure you javascript application code in a scalable way.
In this keynote I demonstrate how to use it in a simple walk-through example, and discuss the advantages of using an MVC framework.
How Google AppEngine deals with digital art? how about music? a few case studies developed by Stinkdigital with Google Creative Lab and how App Engine dealt with a considerable amount of visits
AWS re:Invent 2016: Chalice: A Serverless Microframework for Python (DEV308)Amazon Web Services
Chalice is a new Python serverless microframework for AWS. In this session, we'll show how to use it to create serverless REST APIs that use Amazon API Gateway and AWS Lambda. We'll deploy our first REST API in less than 30 seconds. Several live demos will show how to build on this example to leverage other Chalice capabilities, including advanced URL routing, automatic policy generation, and Swagger exports.
More Enhancements to Grails:
Topics covered:
Grails Plugins
Resources
Restful API
Integration Tests
What’s new in grails 2.0
What’s new in grails 2.1
What’s new in grails 2.2
How to upgrade plugins
Djangocon 2014 - Django REST Framework - So Easy You Can Learn it in 25 MinutesNina Zakharenko
An introduction to the Django REST Framework, given at Djangocon US 2014.
The video for the talk is available here: https://www.youtube.com/watch?v=cqP758k1BaQ
Presentation discusses the best practices when writing higher order components (HOCs), and presents examples how to write them according to React recommendations.
Topics include: maximizing HOC factories composability, using ES7 decorators, wrapping context DI in HOCs, handling async state changes using RxJS Observanels and separation of concerns between presentation and business logic components. Examples (@GitHub projects - referenced in the presentation) are given using react, redux, react-router-redux, redux-observable, recompose, and reselect.
This document discusses how to mock a backend for an AngularJS application without a real backend. It recommends organizing URL definitions, creating JSON fixture files to represent mock data, using $httpBackend to mock server responses, and $resource to load local JSON files. It emphasizes using $httpBackend's dynamic response capabilities to validate requests and return custom headers. It also recommends persisting mock data using localStorage and a service to represent cached data, completing the backend simulation experience. The document provides code examples for implementing these techniques to mock CRUD operations on a user resource as part of a user ranking application.
Reactive Java Microservices with Spring Boot and JHipster - Spring I/O 2022Matt Raible
Microservice architectures are all the rage in JavaLand. They allow teams to develop services independently and deploy autonomously.
Why microservices?
IF
you are developing a large/complex application
AND
you need to deliver it rapidly, frequently, and reliably over a long period of time
THEN
the Microservice Architecture is often a good choice.
Reactive architectures are becoming increasingly popular for organizations that need to do more, with less hardware. Reactive programming allows you to build systems that are resilient to high load.
In this session, I'll show you how to use JHipster to create a reactive microservices architecture with Spring Boot, Spring Cloud, Keycloak, and run it all in Docker. You will leave with the know-how to create your own resilient apps!
Related blog post: https://developer.okta.com/blog/2021/01/20/reactive-java-microservices
YouTube demo: https://youtu.be/clkEUHWT9-M
GitHub repo: https://github.com/oktadev/java-microservices-examples/tree/main/reactive-jhipster
This document discusses building bibliographies in Drupal using entity references and views. It recommends creating separate content types for citations and citation authors, then using an entity reference field to link the citation to its author(s). Views relationships and contextual filters allow filtering and displaying related entities. Contextual filters retrieve filter terms from the URL, while relationships expand queries to include related objects like a node's author or a file's attached node.
This presentation introduces PHP unit testing in Yii. It covers test-driven development (TDD) principles, the different types of tests like unit tests and integration tests, how to set up PHPUnit and write tests in Yii, using fixtures to test database interactions, and invoking tests from the command line. Examples are provided of writing unit tests for models and using fixtures to load test data.
This document provides an overview of Ember.js, including its history, core concepts, and key features. Ember.js is a JavaScript MVC framework for building single page web applications. It includes features like classes and instances, computed properties, bindings, observers, routing, and integration with Ember Data for model management. The document discusses Ember's application architecture, run loop, object model, and prototype extensions for arrays, strings, and functions. It also covers views, controllers, templates, routing, and testing in Ember.
The document introduces Google App Engine (GAE). It discusses that GAE allows developers to build applications that run on Google's infrastructure, providing scalability and efficiency. It also overview cloud computing concepts and GAE's features like dynamic web applications, data storage, and additional services. Finally, it provides a toy example of a GAE application and how to develop applications using the Python SDK.
This document describes the d.mix system for rapidly creating web applications by mapping websites to their underlying APIs. D.mix allows lead users to define mappings between sites and services once. Web developers then use these mappings to create d.mix applications that end users can run and customize. The system works by rewriting web pages with annotations linking visual elements to API calls. It avoids brittleness of scraping by parameterizing service calls. An example maps tags on Flickr photos to API searches. The document discusses lessons learned from a user study and limitations, as well as related work in end-user programming and API search tools.
Crossing the Bridge: Connecting Rails and your Front-end FrameworkDaniel Spector
1. The document discusses integrating front-end frameworks like Angular, Ember, and React with Rails by constructing JSON APIs, preloading data to avoid loading screens, and server-side rendering for SEO and performance.
2. It provides code examples for building a TODO application with each framework, including using ngResource and factories in Angular, Ember conventions like Ember Data, and building isolated React components.
3. Server-side rendering is highlighted as the future for isomorphic JavaScript, providing benefits like prerendering on initial page load.
Copy of the slides from the Advanced Web Development Workshop presented by Ed Bachta, Charlie Moad and Robert Stein of the Indianapolis Museum of Art during the Museums and the Web 2008 conference in Montreal
Get up and running with google app engine in 60 minutes or lesszrok
This is an intro into google app engine for developers. By the end of the presentation you will be able to create your first real app on app engine. The tutorial shows code samples for creating and deploying an app while covering app engine basics.
A tale of scale & speed: How the US Navy is enabling software delivery from l...sonjaschweigert1
Rapid and secure feature delivery is a goal across every application team and every branch of the DoD. The Navy’s DevSecOps platform, Party Barge, has achieved:
- Reduction in onboarding time from 5 weeks to 1 day
- Improved developer experience and productivity through actionable findings and reduction of false positives
- Maintenance of superior security standards and inherent policy enforcement with Authorization to Operate (ATO)
Development teams can ship efficiently and ensure applications are cyber ready for Navy Authorizing Officials (AOs). In this webinar, Sigma Defense and Anchore will give attendees a look behind the scenes and demo secure pipeline automation and security artifacts that speed up application ATO and time to production.
We will cover:
- How to remove silos in DevSecOps
- How to build efficient development pipeline roles and component templates
- How to deliver security artifacts that matter for ATO’s (SBOMs, vulnerability reports, and policy evidence)
- How to streamline operations with automated policy checks on container images
This document outlines the timeline and key steps for the SoMa project from November 2013 to mid-2014. It describes picking ASP.NET MVC 4 as the implementation technology due to its templates, libraries, and Azure integration. Domain hosting at http://soma.azurewebsites.net/ was selected. The REST API and architecture were designed with resource models, repositories, and controllers to support Flickr and Twitter integrations. A working prototype was deployed to the domain and midterm evaluation materials were prepared, including a blog, website, source code, and documentation.
This talk is primarily for web developers. It's about understanding how to write an API client that is testable and sensible without being more opinionated than necessary.
A Python-centric talk given at PyTennessee 2015 in Nashville, TN.
Backbone.js helps structure you javascript application code in a scalable way.
In this keynote I demonstrate how to use it in a simple walk-through example, and discuss the advantages of using an MVC framework.
How Google AppEngine deals with digital art? how about music? a few case studies developed by Stinkdigital with Google Creative Lab and how App Engine dealt with a considerable amount of visits
AWS re:Invent 2016: Chalice: A Serverless Microframework for Python (DEV308)Amazon Web Services
Chalice is a new Python serverless microframework for AWS. In this session, we'll show how to use it to create serverless REST APIs that use Amazon API Gateway and AWS Lambda. We'll deploy our first REST API in less than 30 seconds. Several live demos will show how to build on this example to leverage other Chalice capabilities, including advanced URL routing, automatic policy generation, and Swagger exports.
More Enhancements to Grails:
Topics covered:
Grails Plugins
Resources
Restful API
Integration Tests
What’s new in grails 2.0
What’s new in grails 2.1
What’s new in grails 2.2
How to upgrade plugins
Djangocon 2014 - Django REST Framework - So Easy You Can Learn it in 25 MinutesNina Zakharenko
An introduction to the Django REST Framework, given at Djangocon US 2014.
The video for the talk is available here: https://www.youtube.com/watch?v=cqP758k1BaQ
Presentation discusses the best practices when writing higher order components (HOCs), and presents examples how to write them according to React recommendations.
Topics include: maximizing HOC factories composability, using ES7 decorators, wrapping context DI in HOCs, handling async state changes using RxJS Observanels and separation of concerns between presentation and business logic components. Examples (@GitHub projects - referenced in the presentation) are given using react, redux, react-router-redux, redux-observable, recompose, and reselect.
This document discusses how to mock a backend for an AngularJS application without a real backend. It recommends organizing URL definitions, creating JSON fixture files to represent mock data, using $httpBackend to mock server responses, and $resource to load local JSON files. It emphasizes using $httpBackend's dynamic response capabilities to validate requests and return custom headers. It also recommends persisting mock data using localStorage and a service to represent cached data, completing the backend simulation experience. The document provides code examples for implementing these techniques to mock CRUD operations on a user resource as part of a user ranking application.
Reactive Java Microservices with Spring Boot and JHipster - Spring I/O 2022Matt Raible
Microservice architectures are all the rage in JavaLand. They allow teams to develop services independently and deploy autonomously.
Why microservices?
IF
you are developing a large/complex application
AND
you need to deliver it rapidly, frequently, and reliably over a long period of time
THEN
the Microservice Architecture is often a good choice.
Reactive architectures are becoming increasingly popular for organizations that need to do more, with less hardware. Reactive programming allows you to build systems that are resilient to high load.
In this session, I'll show you how to use JHipster to create a reactive microservices architecture with Spring Boot, Spring Cloud, Keycloak, and run it all in Docker. You will leave with the know-how to create your own resilient apps!
Related blog post: https://developer.okta.com/blog/2021/01/20/reactive-java-microservices
YouTube demo: https://youtu.be/clkEUHWT9-M
GitHub repo: https://github.com/oktadev/java-microservices-examples/tree/main/reactive-jhipster
This document discusses building bibliographies in Drupal using entity references and views. It recommends creating separate content types for citations and citation authors, then using an entity reference field to link the citation to its author(s). Views relationships and contextual filters allow filtering and displaying related entities. Contextual filters retrieve filter terms from the URL, while relationships expand queries to include related objects like a node's author or a file's attached node.
This presentation introduces PHP unit testing in Yii. It covers test-driven development (TDD) principles, the different types of tests like unit tests and integration tests, how to set up PHPUnit and write tests in Yii, using fixtures to test database interactions, and invoking tests from the command line. Examples are provided of writing unit tests for models and using fixtures to load test data.
This document provides an overview of Ember.js, including its history, core concepts, and key features. Ember.js is a JavaScript MVC framework for building single page web applications. It includes features like classes and instances, computed properties, bindings, observers, routing, and integration with Ember Data for model management. The document discusses Ember's application architecture, run loop, object model, and prototype extensions for arrays, strings, and functions. It also covers views, controllers, templates, routing, and testing in Ember.
The document introduces Google App Engine (GAE). It discusses that GAE allows developers to build applications that run on Google's infrastructure, providing scalability and efficiency. It also overview cloud computing concepts and GAE's features like dynamic web applications, data storage, and additional services. Finally, it provides a toy example of a GAE application and how to develop applications using the Python SDK.
This document describes the d.mix system for rapidly creating web applications by mapping websites to their underlying APIs. D.mix allows lead users to define mappings between sites and services once. Web developers then use these mappings to create d.mix applications that end users can run and customize. The system works by rewriting web pages with annotations linking visual elements to API calls. It avoids brittleness of scraping by parameterizing service calls. An example maps tags on Flickr photos to API searches. The document discusses lessons learned from a user study and limitations, as well as related work in end-user programming and API search tools.
Crossing the Bridge: Connecting Rails and your Front-end FrameworkDaniel Spector
1. The document discusses integrating front-end frameworks like Angular, Ember, and React with Rails by constructing JSON APIs, preloading data to avoid loading screens, and server-side rendering for SEO and performance.
2. It provides code examples for building a TODO application with each framework, including using ngResource and factories in Angular, Ember conventions like Ember Data, and building isolated React components.
3. Server-side rendering is highlighted as the future for isomorphic JavaScript, providing benefits like prerendering on initial page load.
Copy of the slides from the Advanced Web Development Workshop presented by Ed Bachta, Charlie Moad and Robert Stein of the Indianapolis Museum of Art during the Museums and the Web 2008 conference in Montreal
Get up and running with google app engine in 60 minutes or lesszrok
This is an intro into google app engine for developers. By the end of the presentation you will be able to create your first real app on app engine. The tutorial shows code samples for creating and deploying an app while covering app engine basics.
A tale of scale & speed: How the US Navy is enabling software delivery from l...sonjaschweigert1
Rapid and secure feature delivery is a goal across every application team and every branch of the DoD. The Navy’s DevSecOps platform, Party Barge, has achieved:
- Reduction in onboarding time from 5 weeks to 1 day
- Improved developer experience and productivity through actionable findings and reduction of false positives
- Maintenance of superior security standards and inherent policy enforcement with Authorization to Operate (ATO)
Development teams can ship efficiently and ensure applications are cyber ready for Navy Authorizing Officials (AOs). In this webinar, Sigma Defense and Anchore will give attendees a look behind the scenes and demo secure pipeline automation and security artifacts that speed up application ATO and time to production.
We will cover:
- How to remove silos in DevSecOps
- How to build efficient development pipeline roles and component templates
- How to deliver security artifacts that matter for ATO’s (SBOMs, vulnerability reports, and policy evidence)
- How to streamline operations with automated policy checks on container images
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
Dr. Sean Tan, Head of Data Science, Changi Airport Group
Discover how Changi Airport Group (CAG) leverages graph technologies and generative AI to revolutionize their search capabilities. This session delves into the unique search needs of CAG’s diverse passengers and customers, showcasing how graph data structures enhance the accuracy and relevance of AI-generated search results, mitigating the risk of “hallucinations” and improving the overall customer journey.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
“An Outlook of the Ongoing and Future Relationship between Blockchain Technologies and Process-aware Information Systems.” Invited talk at the joint workshop on Blockchain for Information Systems (BC4IS) and Blockchain for Trusted Data Sharing (B4TDS), co-located with with the 36th International Conference on Advanced Information Systems Engineering (CAiSE), 3 June 2024, Limassol, Cyprus.
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
Building RAG with self-deployed Milvus vector database and Snowpark Container...Zilliz
This talk will give hands-on advice on building RAG applications with an open-source Milvus database deployed as a docker container. We will also introduce the integration of Milvus with Snowpark Container Services.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!SOFTTECHHUB
As the digital landscape continually evolves, operating systems play a critical role in shaping user experiences and productivity. The launch of Nitrux Linux 3.5.0 marks a significant milestone, offering a robust alternative to traditional systems such as Windows 11. This article delves into the essence of Nitrux Linux 3.5.0, exploring its unique features, advantages, and how it stands as a compelling choice for both casual users and tech enthusiasts.
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slackshyamraj55
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations
2. Why create an API?
API stands for Application Programming Interface.
An API to your project lets people write applications
that use your technology.
Web APIs are collections of URLs pointing to services.
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3. Remote Procedure Call
Uses URL patterns to suggest what you get back
like: yoursite.com/show/articles?article_id=42
Used to be super common, until REST pattern emerged
good luck with that
Often inconsistent &
needs a lot of docs
Response data isn’t
linked to DB records
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4. REST
(REpresentational State Transfer)
Uses HTTP concepts: GET, POST, DELETE & PUT
Super useful, super popular!
Lets you build an API that directly represents the data
that you want developers to work with
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5. REST
GET /article/42 returns JSON representation of article
with id=42
POST /article/ gets back JSON with a saved article ID
GET /article/ gets back a list of article IDs
{ ‘article’: { ‘id’: 42, ‘author’: ‘Becky
Smith’, ‘title’: ‘API Design 101’ }}
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6. REST works great.
“RESTful API” designs try to follow the REST pattern.
There are free API libraries for Python web frameworks.
This all works well for creating APIs to relational data.
BUT WAIT
What if your data is too complex to store in a DB table?
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7. Extend your pattern.
Consider a photo service with some color search tools.
Upload a photo? POST to /upload/ with file + metadata
Get photo details? GET /photo/
Want to let your API users calculate the average color in
some random images? ... Hmm.
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9. models.py
from django.db import models
class Photo(models.Model):
uploader = models.ForeignKey(User)
uploaded_at = models.DateTimeField()
file = models.FileField(blank=True, null=True)
How do you turn this model into an API?
Try Tastypie.
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10. from tastypie.resources import Resource
from models import Photo
class PhotoResource(Resource):
class Meta(object):
queryset = Photo.objects.all()
resource_name = ‘photo’
allowed_methods = [‘get’, ‘post’, ‘put’]
api.py
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11. urls.py
from tastypie.api import Api
from api import PhotoResource
photo_api = Api(api_name='api')
urlpatterns = patterns(‘’, include(photo_api.urls))
# ... other routes in your app can go
# into this urlpatterns definition, if you want
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12. Can we upload photos?
Can we get back one photo’s data?
Can we see data about all photos
we’ve uploaded?
Yup.
Sure.
Check it out.
GET /api/photo/42
GET /api/photo/
POST /api/photo/
Where are we now?
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13. But what about that
color method?
id=34
id=60
id=29
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14. 1. In api.py, add a method to your API’s
PhotoResource.
2. In views.py, create any helper methods you need
for your Photo model.
3. In api.py, use prepend_urls to add an RPC URL
pattern for the new PhotoResource method.
Mix in an RPC URL.
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15. import views
from tastypie.resources import Resource
from models import Photo
class PhotoResource(Resource):
class Meta(object):
queryset = Photo.objects.all()
resource_name = ‘photo’
allowed_methods = [‘get’, ‘post’, ‘put’]
def prepend_urls(self):
return [
url(r”^(?P<resource_name>)/average/” %
self._meta.resource_name, self.wrap_view('get_average_color'))
]
def get_average_color(self, request):
photo_ids = request.getlist(‘ids’)
# Add a get_average_color method to your app views.
result = views.get_average_color(photo_ids)
return { ‘color’: result.color_code }
api.py
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17. Find out more
Comparison of REST vs XML RPC
http://bit.ly/8lkoPK
Django API packages comparison
https://www.djangopackages.com/grids/g/api/
Tastypie
http://django-tastypie.readthedocs.org/
https://github.com/toastdriven/django-tastypie
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