This document provides an introduction to RxJS, a library for reactive programming using Observables. It discusses some of the key concepts in RxJS including Observables, operators, and recipes. Observables can be created from events, promises, arrays and other sources. Operators allow chaining transformations on Observables like map, filter, switchMap. RxJS is useful for complex asynchronous flows and is easier to test than promises using marble testing. Overall, RxJS enables rich composition of asynchronous code and cancellation of Observables.
A practical guide to using RxJava on Android. Tips for improving your app architecture with reactive programming. What are the advantages and disadvantages of using RxJava over standard architecture? And how to connect with other popular Android libraries?
Presented at Droidcon Greece 2016.
Presented at YOW! Connected 2015 (Melbourne) by Jeames Bone & Mark Corbyn:
"There are many great resources for getting started with Functional Reactive Programming and ReactiveCocoa, but what’s the next step? ReactiveCocoa is not just a nice wrapper for KVO, Signals can be used to model many common problems in Cocoa including managing the state of your UI, notifications and even business logic. Adopting ReactiveCocoa can make for more modular, self-documenting code — while still integrating easily with other APIs and your existing code. We would like to share with you some interesting, practical examples where we’ve used ReactiveCocoa to solve problems in our app. Our goal is to inspire you to consider how ReactiveCocoa can be applied in your own apps."
Intro to RxJava/RxAndroid - GDG Munich AndroidEgor Andreevich
The RX libraries have gained great popularity among developers lately. RX solves asynchronous programming elegantly based on the Observer pattern. This is especially helpful on Android where lots of interactions are asynchronous to the UI. Speaker: Egor Andreevici
Understanding reactive programming with microsoft reactive extensionsOleksandr Zhevzhyk
We all want our applications to be responsible, reliable and testable. But event-driven paradigm sometimes could lead us to obscured or, even worse, messy code. Let’s look into the world, where generated data, background tasks and events are stuck together as asynchronous data streams to achieve a better result.
Dpilot is a cloud based file transfer application that allows its user to upload data on cloud server and the receiver on the other hand can downlaod the data from the server. The Downlaod information is send to the receiver via mail service.
Other Features include:-
Secure Login system
Easy data Access
Lightening Fast Uploads and Downloads
Connect with your Facebook Or Gmail Account for easy access
This talk was delivered at JavaOne 2013, together with Andrzej Grzesik. We mention the new Date APIs, changes to Collections as well as Streams APIs and of course... Lambdas!
Тема №2 Расширяем сознание реактивным подходом. RxJava и Android
Спикер — Владимир Артеменко — android developer Компания Rooky Pro
Уровень аудитории — Теория есть, начальный опыт применения
Цель доклада – Обучение
Async History
1. Callback - The past
2. Promise - The present
3. Async/Await - The future
The ppt is from the JavaScript meetup on 15th April 2017 at JSbot, Surat.
An exploration into RxJava on Android for the experienced, yet uninitiated software engineer. This presentation explores Declarative vs Imperative programming paradigms and expands the discussion into Functional Reactive Programming. It explains the benefits of the observer contract, high-order functions, and schedulers available in RxJava. It also explains the purpose of the Android integration libraries: RxAndroid, RxLifecycle, and RxBindings.
A practical guide to using RxJava on Android. Tips for improving your app architecture with reactive programming. What are the advantages and disadvantages of using RxJava over standard architecture? And how to connect with other popular Android libraries?
Presented at Droidcon Greece 2016.
Presented at YOW! Connected 2015 (Melbourne) by Jeames Bone & Mark Corbyn:
"There are many great resources for getting started with Functional Reactive Programming and ReactiveCocoa, but what’s the next step? ReactiveCocoa is not just a nice wrapper for KVO, Signals can be used to model many common problems in Cocoa including managing the state of your UI, notifications and even business logic. Adopting ReactiveCocoa can make for more modular, self-documenting code — while still integrating easily with other APIs and your existing code. We would like to share with you some interesting, practical examples where we’ve used ReactiveCocoa to solve problems in our app. Our goal is to inspire you to consider how ReactiveCocoa can be applied in your own apps."
Intro to RxJava/RxAndroid - GDG Munich AndroidEgor Andreevich
The RX libraries have gained great popularity among developers lately. RX solves asynchronous programming elegantly based on the Observer pattern. This is especially helpful on Android where lots of interactions are asynchronous to the UI. Speaker: Egor Andreevici
Understanding reactive programming with microsoft reactive extensionsOleksandr Zhevzhyk
We all want our applications to be responsible, reliable and testable. But event-driven paradigm sometimes could lead us to obscured or, even worse, messy code. Let’s look into the world, where generated data, background tasks and events are stuck together as asynchronous data streams to achieve a better result.
Dpilot is a cloud based file transfer application that allows its user to upload data on cloud server and the receiver on the other hand can downlaod the data from the server. The Downlaod information is send to the receiver via mail service.
Other Features include:-
Secure Login system
Easy data Access
Lightening Fast Uploads and Downloads
Connect with your Facebook Or Gmail Account for easy access
This talk was delivered at JavaOne 2013, together with Andrzej Grzesik. We mention the new Date APIs, changes to Collections as well as Streams APIs and of course... Lambdas!
Тема №2 Расширяем сознание реактивным подходом. RxJava и Android
Спикер — Владимир Артеменко — android developer Компания Rooky Pro
Уровень аудитории — Теория есть, начальный опыт применения
Цель доклада – Обучение
Async History
1. Callback - The past
2. Promise - The present
3. Async/Await - The future
The ppt is from the JavaScript meetup on 15th April 2017 at JSbot, Surat.
An exploration into RxJava on Android for the experienced, yet uninitiated software engineer. This presentation explores Declarative vs Imperative programming paradigms and expands the discussion into Functional Reactive Programming. It explains the benefits of the observer contract, high-order functions, and schedulers available in RxJava. It also explains the purpose of the Android integration libraries: RxAndroid, RxLifecycle, and RxBindings.
Python has been adding more and more async features to the language and the standard library. Starting with asyncio in python 3.4 and including the new async/await keywords in python 3.5, it’s difficult to understand how all these pieces fit together. More importantly, it’s hard to envision how to use these new language features in a real world application. In this talk we’re going to move beyond the basic examples of TCP echo servers and example servers that can add number together. Instead I’ll show you a realistic asyncio application. This application is a port of redis, a popular data structure server, written in python using asyncio. In addition to basic topics such as handling simple redis commands (GET, SET, RPUSH, etc), we’ll look at notifications using pub/sub, and how to implement blocking queues.
Think Async: Asynchronous Patterns in NodeJSAdam L Barrett
JavaScript is single threaded, so understanding the async patterns available in the language is critical to creating maintainable NodeJS applications with good performance. In order to master “thinking in async”, we’ll explore the async patterns available in node and JavaScript including standard callbacks, promises, thunks/tasks, the new async/await, the upcoming asynchronous iteration features, streams, CSP and ES Observables.
WebCamp:Front-end Developers Day. Александр Мостовенко "Rx.js - делаем асинхр...GeeksLab Odessa
04.07.2015 WebCamp:Front-end Developers Day
Александр Мостовенко (Python developer at Prom.ua)
"Rx.js - делаем асинхронное программирование проще"
В данном докладе будет рассмотрено преимущество FRP подхода к построению javascript приложений на примере библиотеки Rx.js. Узнаем как Rx.js позволяет избавиться от callback hell и превращает сложные вещи в простые.
Подробнее:
http://geekslab.co,
http://webcamp.in.ua/
https://www.facebook.com/GeeksLab.co , https://www.facebook.com/OdessaInnovationWeek
https://www.youtube.com/user/GeeksLabVideo
So you’ve developed an app in MongoDB Stitch? Now what? What is day-to-day use of MongoDB Stitch really like? We’ll talk topics like multi-environment deployment (dev → test → production); logging; testing and timing; and how to best make MongoDB and Stitch work for your application.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
13. You have problems with connectivity
Your data behaves more like a continuous stream of
data than Request/Response
Essentially: your Async code starts to look messy
and/or consists of a lot of endpoints with data that
looks and behaves differently.
4 . 2
18. Think of an Observable as a combination of an Array
and a Promise
5 . 2
19. Array
Promise
list
.map( x = > x.prop )
.filter( x => x > 2 )
.take( 2 )
getData()
.then(
data => console.log(data),
err => console.error(error)
)
5 . 3
20. Observable
let stream$ = Rx.Observable.of({prop: 1},{prop: 2},{prop: 3});
stream$
.map( x => x.prop)
.filter( x => x > 2 )
.take( 2 )
.subscribe(
data => console.log(data),
err => console.error(error)
)
5 . 4
21. Observable = Array + Promise + Cancelling + Retry and
more =
Superpowers
5 . 5
22. An Observable is a function that takes an observer
as an argument
An observer is an object with the methods
Example
.next()
.error()
.complete()
Rx.Observable.create(observer => {
observer.next(1)
observer.error('err')
observer.complete()
});
5 . 6
39. do - use to debug, can be placed where you need it.
Rx.Observable
.of( 1,2,3 )
.do( x => console.log(x) )
.map( x => x +1 )
.filter( x => x % 2 === 0 )
.do( x => console.log(x) )
7 . 8
40. flatMap, sometimes you need to create an Observable
inside an Observable. example: Based on a keyup we
want to do an ajax call
PROBLEM : we get a list of Observables instead of 1
Observable
Rx.Observable.fromEvent(document,'keyup')
.map(ev => event.target.value)
.map( key => {
return Rx.DOM.json(url)
})
7 . 9
41. SOLUTION: flatMap
Creates a metastream instead of a list of Observables
Rx.Observable.fromEvent(document,'keyup')
.map(ev => event.target.value)
.flatMap( key => {
return Rx.DOM.json(url)
})
7 . 10
42. Sometimes `flatMap` is a bad match. You want to be
able to abandon what you were doing if precondition
change. Example a dependent call chain
7 . 11
43. This ensures the rest is thrown away if the user
changes
Rx.Observable.fromEvent(document,'keyup')
.map(ev => ev.target.value)
.switchMap(getUser)
.switchMap(getOrdersByUser)
.switchMap(getProductsByOrder)
7 . 12
46. Requirements
Listen for keyboard presses
Only do server trip a er x number of characters are
entered
Do ajax call based on filtered input
Cash responses
8 . 3
76. We loose last stream because a stream failed before it,
order matters
Rx.Observable.merge(
Rx.Observable.of(1,2,3),
Rx.Observable.throw('err')
Rx.Observable.of(4,5)
)
.subscribe(
data => console.log(data), // 1,2,3
err => console.error(err), // err
() => console.log('completed') // not reached
)
10 . 10
81. Postpone when the error callback is called
Rx.Observable.create(observer => {
observer.next( 1 );
throw { message : 'err' }
})
.retry(5) // times
.subscribe(
data => console.log(data),
err => console.log(err), // hit after 5 retry attempts
() => console.log('completed')
)
10 . 15
82. For 'shaky connections where you expect to succeed
eventually
Whole stream is retried if error is thrown
let stream$ = doAjax()
.retryWhen( errors => {
return errors.delay(200);
})
stream$.subscribe( data => console.log(data));
10 . 16
97. In summary
RxJS shines when your Async is complex
Observables can be created from almost any async
concept
Enables rich composition
Observables are easy to retry
RxJS is easily tested by using Marble Testing
Cancellation is easy, and you should
cancel/unsubscribe, to clean up resources
It's not ketchup, use it where appropriate
12 . 1
99. angular.io/resources "Rxjs Ultimate" - my free book
http://reactivex.io/rxjs/ - Official documentation
TRy out your snippets with RxFiddle.net
12 . 3