SlideShare a Scribd company logo
Presented By: Shivam Roy &
Mohd Uzair
Reactive
Programming
Lack of etiquette and manners is a huge turn off.
KnolX Etiquettes
Punctuality
Respect Knolx session timings, you
are requested not to join sessions
after a 5 minutes threshold post
the session start time.
Feedback
Make sure to submit a constructive
feedback for all sessions as it is
very helpful for the presenter.
Silent Mode
Keep your mobile devices in silent
mode, feel free to move out of
session in case you need to attend
an urgent call.
Avoid Disturbance
Avoid unwanted chit chat during
the session.
Agenda
01 What is Reactive Programming?
02 When to use Reactive Programming?
03 Components of Reactive Programming
04 Reactive Principles
05 Features of Reactive Programming
06 Demo
What is Reactive Programming
● Reactive programming describes a design
paradigm that relies on asynchronous
programming logic to handle real-time
updates to otherwise static content.
● It provides an efficient means - the use of
automated data streams to handle data
updates to content whenever a user makes
an inquiry.
● Reactive programming creates software
that responds to events rather than solicits
inputs from users.
To understand in simple terms, Reactive Programming can be represented in the following way:
RP = Observable + Observer + Schedulers
Functional style code Vs Rest code
Traditional RestAPI Code
Reactive Program functional style code
Flux and Mono
● It implements the Publisher interface and, it is just a reactive stream that pushes elements
whenever the subscriber instructs it to do so. It returns 0 to 1 element.
Mono<String> mono = Mono.just("Knoldus");
Mono<String> mono = Mono.empty();
● Mono is a special case in which the reactive stream will either emit only one item or none. It
contains a different set of methods to, for instance, concatenate Mono streams into a Flux. It
returns 0 to N elements.
Flux<String> flux = Flux.just("A", "B", "C");
Flux<String> flux = Flux.fromArray(new String[]{"A", "B", "C"});
Flux<String> flux = Flux.fromIterable(Arrays.asList("A", "B", "C")
Data flow as event driven stream
When to use Reactive Programming?
One of the most common use-case for using RP is when you need handling of
asynchronous data streams. I am going to mention some real-world applications where
Reactive Programming is being used presently.
● Developing mobile applications using Reactive Programming.
● Reactive Programming in the Netflix API with RxJava
● Going reactive provides an elegant solution when it comes to specific types of
high-load or multi-user applications.
○ Social networks, chats
○ Games
○ Audio and video apps (more so in streaming)
Component of Reactive Programming?
The picture below demonstrates how reactive programming works.
Three major component of Reactive Programming are:
1. Producers
2. Consumers
3. Data pipeline
1. Producers:
Producers are the source of your data. A stream must always have a producer of data,
which will be the starting for any logic that you will perform in RxJS.
2. Consumers:
Consumers are the components that accept events from the producer and process them
in some way. When the consumer begins listening to the producer for events, you now
have a stream. It is at this point that the stream begins to push events; we’ll refer to a
consumer as an observer.
3. Data Pipeline:
The biggest benefit of reactive programming is you can edit the data as it passes from
producer to consumer.
Reactive Principles
● Responsive
● Resilient
● Elastic
● Message Driven
Features of Reactive Programming?
● Provide better control over the response times associated with the processing of
events.
● Enable consistency in software design for real-time systems, to reduce development
and maintenance costs and effort.
● Support load balancing and resiliency to improve quality of experience.
● Make the concept of a stream or event flow explicit, improving overall management of
compute elements and processing resources by making them more "visual".
Demo
Ad

More Related Content

What's hot (20)

Apache Kafka
Apache KafkaApache Kafka
Apache Kafka
Saroj Panyasrivanit
 
Kafka presentation
Kafka presentationKafka presentation
Kafka presentation
Mohammed Fazuluddin
 
React js for beginners
React js for beginnersReact js for beginners
React js for beginners
Alessandro Valenti
 
Introduction to Spring WebFlux #jsug #sf_a1
Introduction to Spring WebFlux #jsug #sf_a1Introduction to Spring WebFlux #jsug #sf_a1
Introduction to Spring WebFlux #jsug #sf_a1
Toshiaki Maki
 
GraalVm and Quarkus
GraalVm and QuarkusGraalVm and Quarkus
GraalVm and Quarkus
Sascha Rodekamp
 
Quarkus tips, tricks, and techniques
Quarkus tips, tricks, and techniquesQuarkus tips, tricks, and techniques
Quarkus tips, tricks, and techniques
Red Hat Developers
 
MeetUp Monitoring with Prometheus and Grafana (September 2018)
MeetUp Monitoring with Prometheus and Grafana (September 2018)MeetUp Monitoring with Prometheus and Grafana (September 2018)
MeetUp Monitoring with Prometheus and Grafana (September 2018)
Lucas Jellema
 
Quarkus - a next-generation Kubernetes Native Java framework
Quarkus - a next-generation Kubernetes Native Java frameworkQuarkus - a next-generation Kubernetes Native Java framework
Quarkus - a next-generation Kubernetes Native Java framework
SVDevOps
 
Fundamentals of Apache Kafka
Fundamentals of Apache KafkaFundamentals of Apache Kafka
Fundamentals of Apache Kafka
Chhavi Parasher
 
Apache Kafka - Martin Podval
Apache Kafka - Martin PodvalApache Kafka - Martin Podval
Apache Kafka - Martin Podval
Martin Podval
 
Introduction to Apache Kafka
Introduction to Apache KafkaIntroduction to Apache Kafka
Introduction to Apache Kafka
Shiao-An Yuan
 
Intro to Telegraf
Intro to TelegrafIntro to Telegraf
Intro to Telegraf
InfluxData
 
Rest api standards and best practices
Rest api standards and best practicesRest api standards and best practices
Rest api standards and best practices
Ankita Mahajan
 
Understanding Reactive Programming
Understanding Reactive ProgrammingUnderstanding Reactive Programming
Understanding Reactive Programming
Andres Almiray
 
React vs Angular
React vs Angular React vs Angular
React vs Angular
Appinventiv
 
TypeScript
TypeScriptTypeScript
TypeScript
Fabian Vilers
 
Typescript ppt
Typescript pptTypescript ppt
Typescript ppt
akhilsreyas
 
Grafana introduction
Grafana introductionGrafana introduction
Grafana introduction
Rico Chen
 
Intro to Reactive Programming
Intro to Reactive ProgrammingIntro to Reactive Programming
Intro to Reactive Programming
Stéphane Maldini
 
ReactJS presentation.pptx
ReactJS presentation.pptxReactJS presentation.pptx
ReactJS presentation.pptx
DivyanshGupta922023
 
Introduction to Spring WebFlux #jsug #sf_a1
Introduction to Spring WebFlux #jsug #sf_a1Introduction to Spring WebFlux #jsug #sf_a1
Introduction to Spring WebFlux #jsug #sf_a1
Toshiaki Maki
 
Quarkus tips, tricks, and techniques
Quarkus tips, tricks, and techniquesQuarkus tips, tricks, and techniques
Quarkus tips, tricks, and techniques
Red Hat Developers
 
MeetUp Monitoring with Prometheus and Grafana (September 2018)
MeetUp Monitoring with Prometheus and Grafana (September 2018)MeetUp Monitoring with Prometheus and Grafana (September 2018)
MeetUp Monitoring with Prometheus and Grafana (September 2018)
Lucas Jellema
 
Quarkus - a next-generation Kubernetes Native Java framework
Quarkus - a next-generation Kubernetes Native Java frameworkQuarkus - a next-generation Kubernetes Native Java framework
Quarkus - a next-generation Kubernetes Native Java framework
SVDevOps
 
Fundamentals of Apache Kafka
Fundamentals of Apache KafkaFundamentals of Apache Kafka
Fundamentals of Apache Kafka
Chhavi Parasher
 
Apache Kafka - Martin Podval
Apache Kafka - Martin PodvalApache Kafka - Martin Podval
Apache Kafka - Martin Podval
Martin Podval
 
Introduction to Apache Kafka
Introduction to Apache KafkaIntroduction to Apache Kafka
Introduction to Apache Kafka
Shiao-An Yuan
 
Intro to Telegraf
Intro to TelegrafIntro to Telegraf
Intro to Telegraf
InfluxData
 
Rest api standards and best practices
Rest api standards and best practicesRest api standards and best practices
Rest api standards and best practices
Ankita Mahajan
 
Understanding Reactive Programming
Understanding Reactive ProgrammingUnderstanding Reactive Programming
Understanding Reactive Programming
Andres Almiray
 
React vs Angular
React vs Angular React vs Angular
React vs Angular
Appinventiv
 
Grafana introduction
Grafana introductionGrafana introduction
Grafana introduction
Rico Chen
 
Intro to Reactive Programming
Intro to Reactive ProgrammingIntro to Reactive Programming
Intro to Reactive Programming
Stéphane Maldini
 

Similar to Reactive Programming (20)

Introduction to Spring webflux
Introduction to Spring webfluxIntroduction to Spring webflux
Introduction to Spring webflux
Knoldus Inc.
 
Building RESTFUL APIs with Spring Webflux
Building RESTFUL APIs with Spring WebfluxBuilding RESTFUL APIs with Spring Webflux
Building RESTFUL APIs with Spring Webflux
Knoldus Inc.
 
Reactive systems
Reactive systemsReactive systems
Reactive systems
Naresh Chintalcheru
 
Reactive Applications in Java
Reactive Applications in JavaReactive Applications in Java
Reactive Applications in Java
Alexander Mrynskyi
 
Introduction to Reactive programming
Introduction to Reactive programmingIntroduction to Reactive programming
Introduction to Reactive programming
Dwi Randy Herdinanto
 
Reactive Programming In Java Using: Project Reactor
Reactive Programming In Java Using: Project ReactorReactive Programming In Java Using: Project Reactor
Reactive Programming In Java Using: Project Reactor
Knoldus Inc.
 
Observables in Angular
Observables in AngularObservables in Angular
Observables in Angular
Knoldus Inc.
 
RxJava pour Android : présentation lors du GDG Android Montréal
RxJava pour Android : présentation lors du GDG Android MontréalRxJava pour Android : présentation lors du GDG Android Montréal
RxJava pour Android : présentation lors du GDG Android Montréal
Sidereo
 
How to Handle Asynchronous Operations in Flutter Applications.pdf
How to Handle Asynchronous Operations in Flutter Applications.pdfHow to Handle Asynchronous Operations in Flutter Applications.pdf
How to Handle Asynchronous Operations in Flutter Applications.pdf
Andrew Mathew
 
22cggggffhhfdffgv091F0014 FINAL PPT-1.pptx
22cggggffhhfdffgv091F0014 FINAL PPT-1.pptx22cggggffhhfdffgv091F0014 FINAL PPT-1.pptx
22cggggffhhfdffgv091F0014 FINAL PPT-1.pptx
andirajukeshavakrish
 
Guide to Spring Reactive Programming using WebFlux
Guide to Spring Reactive Programming using WebFluxGuide to Spring Reactive Programming using WebFlux
Guide to Spring Reactive Programming using WebFlux
Inexture Solutions
 
Reactive programming with cycle.js
Reactive programming with cycle.jsReactive programming with cycle.js
Reactive programming with cycle.js
luca mezzalira
 
Андрій Рева, "How to build reactive java application"
Андрій Рева, "How to build reactive java application"Андрій Рева, "How to build reactive java application"
Андрій Рева, "How to build reactive java application"
Sigma Software
 
Getting Started with Akka Streams
Getting Started with Akka StreamsGetting Started with Akka Streams
Getting Started with Akka Streams
Knoldus Inc.
 
How to Migrate Applications Off a Mainframe
How to Migrate Applications Off a MainframeHow to Migrate Applications Off a Mainframe
How to Migrate Applications Off a Mainframe
VMware Tanzu
 
MongoDB World 2019: MongoDB in Data Science: How to Build a Scalable Product ...
MongoDB World 2019: MongoDB in Data Science: How to Build a Scalable Product ...MongoDB World 2019: MongoDB in Data Science: How to Build a Scalable Product ...
MongoDB World 2019: MongoDB in Data Science: How to Build a Scalable Product ...
MongoDB
 
Reactive programming
Reactive programmingReactive programming
Reactive programming
Mesut Can Gurle
 
High-Speed Reactive Microservices
High-Speed Reactive MicroservicesHigh-Speed Reactive Microservices
High-Speed Reactive Microservices
Rick Hightower
 
Event driven systems
Event driven systems Event driven systems
Event driven systems
Shatabda Majumdar
 
Introduction to Akka Streams
Introduction to Akka StreamsIntroduction to Akka Streams
Introduction to Akka Streams
Knoldus Inc.
 
Introduction to Spring webflux
Introduction to Spring webfluxIntroduction to Spring webflux
Introduction to Spring webflux
Knoldus Inc.
 
Building RESTFUL APIs with Spring Webflux
Building RESTFUL APIs with Spring WebfluxBuilding RESTFUL APIs with Spring Webflux
Building RESTFUL APIs with Spring Webflux
Knoldus Inc.
 
Introduction to Reactive programming
Introduction to Reactive programmingIntroduction to Reactive programming
Introduction to Reactive programming
Dwi Randy Herdinanto
 
Reactive Programming In Java Using: Project Reactor
Reactive Programming In Java Using: Project ReactorReactive Programming In Java Using: Project Reactor
Reactive Programming In Java Using: Project Reactor
Knoldus Inc.
 
Observables in Angular
Observables in AngularObservables in Angular
Observables in Angular
Knoldus Inc.
 
RxJava pour Android : présentation lors du GDG Android Montréal
RxJava pour Android : présentation lors du GDG Android MontréalRxJava pour Android : présentation lors du GDG Android Montréal
RxJava pour Android : présentation lors du GDG Android Montréal
Sidereo
 
How to Handle Asynchronous Operations in Flutter Applications.pdf
How to Handle Asynchronous Operations in Flutter Applications.pdfHow to Handle Asynchronous Operations in Flutter Applications.pdf
How to Handle Asynchronous Operations in Flutter Applications.pdf
Andrew Mathew
 
22cggggffhhfdffgv091F0014 FINAL PPT-1.pptx
22cggggffhhfdffgv091F0014 FINAL PPT-1.pptx22cggggffhhfdffgv091F0014 FINAL PPT-1.pptx
22cggggffhhfdffgv091F0014 FINAL PPT-1.pptx
andirajukeshavakrish
 
Guide to Spring Reactive Programming using WebFlux
Guide to Spring Reactive Programming using WebFluxGuide to Spring Reactive Programming using WebFlux
Guide to Spring Reactive Programming using WebFlux
Inexture Solutions
 
Reactive programming with cycle.js
Reactive programming with cycle.jsReactive programming with cycle.js
Reactive programming with cycle.js
luca mezzalira
 
Андрій Рева, "How to build reactive java application"
Андрій Рева, "How to build reactive java application"Андрій Рева, "How to build reactive java application"
Андрій Рева, "How to build reactive java application"
Sigma Software
 
Getting Started with Akka Streams
Getting Started with Akka StreamsGetting Started with Akka Streams
Getting Started with Akka Streams
Knoldus Inc.
 
How to Migrate Applications Off a Mainframe
How to Migrate Applications Off a MainframeHow to Migrate Applications Off a Mainframe
How to Migrate Applications Off a Mainframe
VMware Tanzu
 
MongoDB World 2019: MongoDB in Data Science: How to Build a Scalable Product ...
MongoDB World 2019: MongoDB in Data Science: How to Build a Scalable Product ...MongoDB World 2019: MongoDB in Data Science: How to Build a Scalable Product ...
MongoDB World 2019: MongoDB in Data Science: How to Build a Scalable Product ...
MongoDB
 
High-Speed Reactive Microservices
High-Speed Reactive MicroservicesHigh-Speed Reactive Microservices
High-Speed Reactive Microservices
Rick Hightower
 
Introduction to Akka Streams
Introduction to Akka StreamsIntroduction to Akka Streams
Introduction to Akka Streams
Knoldus Inc.
 
Ad

More from Knoldus Inc. (20)

Angular Hydration Presentation (FrontEnd)
Angular Hydration Presentation (FrontEnd)Angular Hydration Presentation (FrontEnd)
Angular Hydration Presentation (FrontEnd)
Knoldus Inc.
 
Optimizing Test Execution: Heuristic Algorithm for Self-Healing
Optimizing Test Execution: Heuristic Algorithm for Self-HealingOptimizing Test Execution: Heuristic Algorithm for Self-Healing
Optimizing Test Execution: Heuristic Algorithm for Self-Healing
Knoldus Inc.
 
Self-Healing Test Automation Framework - Healenium
Self-Healing Test Automation Framework - HealeniumSelf-Healing Test Automation Framework - Healenium
Self-Healing Test Automation Framework - Healenium
Knoldus Inc.
 
Kanban Metrics Presentation (Project Management)
Kanban Metrics Presentation (Project Management)Kanban Metrics Presentation (Project Management)
Kanban Metrics Presentation (Project Management)
Knoldus Inc.
 
Java 17 features and implementation.pptx
Java 17 features and implementation.pptxJava 17 features and implementation.pptx
Java 17 features and implementation.pptx
Knoldus Inc.
 
Chaos Mesh Introducing Chaos in Kubernetes
Chaos Mesh Introducing Chaos in KubernetesChaos Mesh Introducing Chaos in Kubernetes
Chaos Mesh Introducing Chaos in Kubernetes
Knoldus Inc.
 
GraalVM - A Step Ahead of JVM Presentation
GraalVM - A Step Ahead of JVM PresentationGraalVM - A Step Ahead of JVM Presentation
GraalVM - A Step Ahead of JVM Presentation
Knoldus Inc.
 
Nomad by HashiCorp Presentation (DevOps)
Nomad by HashiCorp Presentation (DevOps)Nomad by HashiCorp Presentation (DevOps)
Nomad by HashiCorp Presentation (DevOps)
Knoldus Inc.
 
Nomad by HashiCorp Presentation (DevOps)
Nomad by HashiCorp Presentation (DevOps)Nomad by HashiCorp Presentation (DevOps)
Nomad by HashiCorp Presentation (DevOps)
Knoldus Inc.
 
DAPR - Distributed Application Runtime Presentation
DAPR - Distributed Application Runtime PresentationDAPR - Distributed Application Runtime Presentation
DAPR - Distributed Application Runtime Presentation
Knoldus Inc.
 
Introduction to Azure Virtual WAN Presentation
Introduction to Azure Virtual WAN PresentationIntroduction to Azure Virtual WAN Presentation
Introduction to Azure Virtual WAN Presentation
Knoldus Inc.
 
Introduction to Argo Rollouts Presentation
Introduction to Argo Rollouts PresentationIntroduction to Argo Rollouts Presentation
Introduction to Argo Rollouts Presentation
Knoldus Inc.
 
Intro to Azure Container App Presentation
Intro to Azure Container App PresentationIntro to Azure Container App Presentation
Intro to Azure Container App Presentation
Knoldus Inc.
 
Insights Unveiled Test Reporting and Observability Excellence
Insights Unveiled Test Reporting and Observability ExcellenceInsights Unveiled Test Reporting and Observability Excellence
Insights Unveiled Test Reporting and Observability Excellence
Knoldus Inc.
 
Introduction to Splunk Presentation (DevOps)
Introduction to Splunk Presentation (DevOps)Introduction to Splunk Presentation (DevOps)
Introduction to Splunk Presentation (DevOps)
Knoldus Inc.
 
Code Camp - Data Profiling and Quality Analysis Framework
Code Camp - Data Profiling and Quality Analysis FrameworkCode Camp - Data Profiling and Quality Analysis Framework
Code Camp - Data Profiling and Quality Analysis Framework
Knoldus Inc.
 
AWS: Messaging Services in AWS Presentation
AWS: Messaging Services in AWS PresentationAWS: Messaging Services in AWS Presentation
AWS: Messaging Services in AWS Presentation
Knoldus Inc.
 
Amazon Cognito: A Primer on Authentication and Authorization
Amazon Cognito: A Primer on Authentication and AuthorizationAmazon Cognito: A Primer on Authentication and Authorization
Amazon Cognito: A Primer on Authentication and Authorization
Knoldus Inc.
 
ZIO Http A Functional Approach to Scalable and Type-Safe Web Development
ZIO Http A Functional Approach to Scalable and Type-Safe Web DevelopmentZIO Http A Functional Approach to Scalable and Type-Safe Web Development
ZIO Http A Functional Approach to Scalable and Type-Safe Web Development
Knoldus Inc.
 
Managing State & HTTP Requests In Ionic.
Managing State & HTTP Requests In Ionic.Managing State & HTTP Requests In Ionic.
Managing State & HTTP Requests In Ionic.
Knoldus Inc.
 
Angular Hydration Presentation (FrontEnd)
Angular Hydration Presentation (FrontEnd)Angular Hydration Presentation (FrontEnd)
Angular Hydration Presentation (FrontEnd)
Knoldus Inc.
 
Optimizing Test Execution: Heuristic Algorithm for Self-Healing
Optimizing Test Execution: Heuristic Algorithm for Self-HealingOptimizing Test Execution: Heuristic Algorithm for Self-Healing
Optimizing Test Execution: Heuristic Algorithm for Self-Healing
Knoldus Inc.
 
Self-Healing Test Automation Framework - Healenium
Self-Healing Test Automation Framework - HealeniumSelf-Healing Test Automation Framework - Healenium
Self-Healing Test Automation Framework - Healenium
Knoldus Inc.
 
Kanban Metrics Presentation (Project Management)
Kanban Metrics Presentation (Project Management)Kanban Metrics Presentation (Project Management)
Kanban Metrics Presentation (Project Management)
Knoldus Inc.
 
Java 17 features and implementation.pptx
Java 17 features and implementation.pptxJava 17 features and implementation.pptx
Java 17 features and implementation.pptx
Knoldus Inc.
 
Chaos Mesh Introducing Chaos in Kubernetes
Chaos Mesh Introducing Chaos in KubernetesChaos Mesh Introducing Chaos in Kubernetes
Chaos Mesh Introducing Chaos in Kubernetes
Knoldus Inc.
 
GraalVM - A Step Ahead of JVM Presentation
GraalVM - A Step Ahead of JVM PresentationGraalVM - A Step Ahead of JVM Presentation
GraalVM - A Step Ahead of JVM Presentation
Knoldus Inc.
 
Nomad by HashiCorp Presentation (DevOps)
Nomad by HashiCorp Presentation (DevOps)Nomad by HashiCorp Presentation (DevOps)
Nomad by HashiCorp Presentation (DevOps)
Knoldus Inc.
 
Nomad by HashiCorp Presentation (DevOps)
Nomad by HashiCorp Presentation (DevOps)Nomad by HashiCorp Presentation (DevOps)
Nomad by HashiCorp Presentation (DevOps)
Knoldus Inc.
 
DAPR - Distributed Application Runtime Presentation
DAPR - Distributed Application Runtime PresentationDAPR - Distributed Application Runtime Presentation
DAPR - Distributed Application Runtime Presentation
Knoldus Inc.
 
Introduction to Azure Virtual WAN Presentation
Introduction to Azure Virtual WAN PresentationIntroduction to Azure Virtual WAN Presentation
Introduction to Azure Virtual WAN Presentation
Knoldus Inc.
 
Introduction to Argo Rollouts Presentation
Introduction to Argo Rollouts PresentationIntroduction to Argo Rollouts Presentation
Introduction to Argo Rollouts Presentation
Knoldus Inc.
 
Intro to Azure Container App Presentation
Intro to Azure Container App PresentationIntro to Azure Container App Presentation
Intro to Azure Container App Presentation
Knoldus Inc.
 
Insights Unveiled Test Reporting and Observability Excellence
Insights Unveiled Test Reporting and Observability ExcellenceInsights Unveiled Test Reporting and Observability Excellence
Insights Unveiled Test Reporting and Observability Excellence
Knoldus Inc.
 
Introduction to Splunk Presentation (DevOps)
Introduction to Splunk Presentation (DevOps)Introduction to Splunk Presentation (DevOps)
Introduction to Splunk Presentation (DevOps)
Knoldus Inc.
 
Code Camp - Data Profiling and Quality Analysis Framework
Code Camp - Data Profiling and Quality Analysis FrameworkCode Camp - Data Profiling and Quality Analysis Framework
Code Camp - Data Profiling and Quality Analysis Framework
Knoldus Inc.
 
AWS: Messaging Services in AWS Presentation
AWS: Messaging Services in AWS PresentationAWS: Messaging Services in AWS Presentation
AWS: Messaging Services in AWS Presentation
Knoldus Inc.
 
Amazon Cognito: A Primer on Authentication and Authorization
Amazon Cognito: A Primer on Authentication and AuthorizationAmazon Cognito: A Primer on Authentication and Authorization
Amazon Cognito: A Primer on Authentication and Authorization
Knoldus Inc.
 
ZIO Http A Functional Approach to Scalable and Type-Safe Web Development
ZIO Http A Functional Approach to Scalable and Type-Safe Web DevelopmentZIO Http A Functional Approach to Scalable and Type-Safe Web Development
ZIO Http A Functional Approach to Scalable and Type-Safe Web Development
Knoldus Inc.
 
Managing State & HTTP Requests In Ionic.
Managing State & HTTP Requests In Ionic.Managing State & HTTP Requests In Ionic.
Managing State & HTTP Requests In Ionic.
Knoldus Inc.
 
Ad

Recently uploaded (20)

Dark Dynamism: drones, dark factories and deurbanization
Dark Dynamism: drones, dark factories and deurbanizationDark Dynamism: drones, dark factories and deurbanization
Dark Dynamism: drones, dark factories and deurbanization
Jakub Šimek
 
Challenges in Migrating Imperative Deep Learning Programs to Graph Execution:...
Challenges in Migrating Imperative Deep Learning Programs to Graph Execution:...Challenges in Migrating Imperative Deep Learning Programs to Graph Execution:...
Challenges in Migrating Imperative Deep Learning Programs to Graph Execution:...
Raffi Khatchadourian
 
Viam product demo_ Deploying and scaling AI with hardware.pdf
Viam product demo_ Deploying and scaling AI with hardware.pdfViam product demo_ Deploying and scaling AI with hardware.pdf
Viam product demo_ Deploying and scaling AI with hardware.pdf
camilalamoratta
 
Limecraft Webinar - 2025.3 release, featuring Content Delivery, Graphic Conte...
Limecraft Webinar - 2025.3 release, featuring Content Delivery, Graphic Conte...Limecraft Webinar - 2025.3 release, featuring Content Delivery, Graphic Conte...
Limecraft Webinar - 2025.3 release, featuring Content Delivery, Graphic Conte...
Maarten Verwaest
 
DevOpsDays SLC - Platform Engineers are Product Managers.pptx
DevOpsDays SLC - Platform Engineers are Product Managers.pptxDevOpsDays SLC - Platform Engineers are Product Managers.pptx
DevOpsDays SLC - Platform Engineers are Product Managers.pptx
Justin Reock
 
Optima Cyber - Maritime Cyber Security - MSSP Services - Manolis Sfakianakis ...
Optima Cyber - Maritime Cyber Security - MSSP Services - Manolis Sfakianakis ...Optima Cyber - Maritime Cyber Security - MSSP Services - Manolis Sfakianakis ...
Optima Cyber - Maritime Cyber Security - MSSP Services - Manolis Sfakianakis ...
Mike Mingos
 
Artificial_Intelligence_in_Everyday_Life.pptx
Artificial_Intelligence_in_Everyday_Life.pptxArtificial_Intelligence_in_Everyday_Life.pptx
Artificial_Intelligence_in_Everyday_Life.pptx
03ANMOLCHAURASIYA
 
Config 2025 presentation recap covering both days
Config 2025 presentation recap covering both daysConfig 2025 presentation recap covering both days
Config 2025 presentation recap covering both days
TrishAntoni1
 
AI 3-in-1: Agents, RAG, and Local Models - Brent Laster
AI 3-in-1: Agents, RAG, and Local Models - Brent LasterAI 3-in-1: Agents, RAG, and Local Models - Brent Laster
AI 3-in-1: Agents, RAG, and Local Models - Brent Laster
All Things Open
 
GDG Cloud Southlake #42: Suresh Mathew: Autonomous Resource Optimization: How...
GDG Cloud Southlake #42: Suresh Mathew: Autonomous Resource Optimization: How...GDG Cloud Southlake #42: Suresh Mathew: Autonomous Resource Optimization: How...
GDG Cloud Southlake #42: Suresh Mathew: Autonomous Resource Optimization: How...
James Anderson
 
May Patch Tuesday
May Patch TuesdayMay Patch Tuesday
May Patch Tuesday
Ivanti
 
Zilliz Cloud Monthly Technical Review: May 2025
Zilliz Cloud Monthly Technical Review: May 2025Zilliz Cloud Monthly Technical Review: May 2025
Zilliz Cloud Monthly Technical Review: May 2025
Zilliz
 
Mastering Testing in the Modern F&B Landscape
Mastering Testing in the Modern F&B LandscapeMastering Testing in the Modern F&B Landscape
Mastering Testing in the Modern F&B Landscape
marketing943205
 
Shoehorning dependency injection into a FP language, what does it take?
Shoehorning dependency injection into a FP language, what does it take?Shoehorning dependency injection into a FP language, what does it take?
Shoehorning dependency injection into a FP language, what does it take?
Eric Torreborre
 
machines-for-woodworking-shops-en-compressed.pdf
machines-for-woodworking-shops-en-compressed.pdfmachines-for-woodworking-shops-en-compressed.pdf
machines-for-woodworking-shops-en-compressed.pdf
AmirStern2
 
Smart Investments Leveraging Agentic AI for Real Estate Success.pptx
Smart Investments Leveraging Agentic AI for Real Estate Success.pptxSmart Investments Leveraging Agentic AI for Real Estate Success.pptx
Smart Investments Leveraging Agentic AI for Real Estate Success.pptx
Seasia Infotech
 
The No-Code Way to Build a Marketing Team with One AI Agent (Download the n8n...
The No-Code Way to Build a Marketing Team with One AI Agent (Download the n8n...The No-Code Way to Build a Marketing Team with One AI Agent (Download the n8n...
The No-Code Way to Build a Marketing Team with One AI Agent (Download the n8n...
SOFTTECHHUB
 
Everything You Need to Know About Agentforce? (Put AI Agents to Work)
Everything You Need to Know About Agentforce? (Put AI Agents to Work)Everything You Need to Know About Agentforce? (Put AI Agents to Work)
Everything You Need to Know About Agentforce? (Put AI Agents to Work)
Cyntexa
 
UiPath Automation Suite – Cas d'usage d'une NGO internationale basée à Genève
UiPath Automation Suite – Cas d'usage d'une NGO internationale basée à GenèveUiPath Automation Suite – Cas d'usage d'une NGO internationale basée à Genève
UiPath Automation Suite – Cas d'usage d'une NGO internationale basée à Genève
UiPathCommunity
 
Agentic Automation - Delhi UiPath Community Meetup
Agentic Automation - Delhi UiPath Community MeetupAgentic Automation - Delhi UiPath Community Meetup
Agentic Automation - Delhi UiPath Community Meetup
Manoj Batra (1600 + Connections)
 
Dark Dynamism: drones, dark factories and deurbanization
Dark Dynamism: drones, dark factories and deurbanizationDark Dynamism: drones, dark factories and deurbanization
Dark Dynamism: drones, dark factories and deurbanization
Jakub Šimek
 
Challenges in Migrating Imperative Deep Learning Programs to Graph Execution:...
Challenges in Migrating Imperative Deep Learning Programs to Graph Execution:...Challenges in Migrating Imperative Deep Learning Programs to Graph Execution:...
Challenges in Migrating Imperative Deep Learning Programs to Graph Execution:...
Raffi Khatchadourian
 
Viam product demo_ Deploying and scaling AI with hardware.pdf
Viam product demo_ Deploying and scaling AI with hardware.pdfViam product demo_ Deploying and scaling AI with hardware.pdf
Viam product demo_ Deploying and scaling AI with hardware.pdf
camilalamoratta
 
Limecraft Webinar - 2025.3 release, featuring Content Delivery, Graphic Conte...
Limecraft Webinar - 2025.3 release, featuring Content Delivery, Graphic Conte...Limecraft Webinar - 2025.3 release, featuring Content Delivery, Graphic Conte...
Limecraft Webinar - 2025.3 release, featuring Content Delivery, Graphic Conte...
Maarten Verwaest
 
DevOpsDays SLC - Platform Engineers are Product Managers.pptx
DevOpsDays SLC - Platform Engineers are Product Managers.pptxDevOpsDays SLC - Platform Engineers are Product Managers.pptx
DevOpsDays SLC - Platform Engineers are Product Managers.pptx
Justin Reock
 
Optima Cyber - Maritime Cyber Security - MSSP Services - Manolis Sfakianakis ...
Optima Cyber - Maritime Cyber Security - MSSP Services - Manolis Sfakianakis ...Optima Cyber - Maritime Cyber Security - MSSP Services - Manolis Sfakianakis ...
Optima Cyber - Maritime Cyber Security - MSSP Services - Manolis Sfakianakis ...
Mike Mingos
 
Artificial_Intelligence_in_Everyday_Life.pptx
Artificial_Intelligence_in_Everyday_Life.pptxArtificial_Intelligence_in_Everyday_Life.pptx
Artificial_Intelligence_in_Everyday_Life.pptx
03ANMOLCHAURASIYA
 
Config 2025 presentation recap covering both days
Config 2025 presentation recap covering both daysConfig 2025 presentation recap covering both days
Config 2025 presentation recap covering both days
TrishAntoni1
 
AI 3-in-1: Agents, RAG, and Local Models - Brent Laster
AI 3-in-1: Agents, RAG, and Local Models - Brent LasterAI 3-in-1: Agents, RAG, and Local Models - Brent Laster
AI 3-in-1: Agents, RAG, and Local Models - Brent Laster
All Things Open
 
GDG Cloud Southlake #42: Suresh Mathew: Autonomous Resource Optimization: How...
GDG Cloud Southlake #42: Suresh Mathew: Autonomous Resource Optimization: How...GDG Cloud Southlake #42: Suresh Mathew: Autonomous Resource Optimization: How...
GDG Cloud Southlake #42: Suresh Mathew: Autonomous Resource Optimization: How...
James Anderson
 
May Patch Tuesday
May Patch TuesdayMay Patch Tuesday
May Patch Tuesday
Ivanti
 
Zilliz Cloud Monthly Technical Review: May 2025
Zilliz Cloud Monthly Technical Review: May 2025Zilliz Cloud Monthly Technical Review: May 2025
Zilliz Cloud Monthly Technical Review: May 2025
Zilliz
 
Mastering Testing in the Modern F&B Landscape
Mastering Testing in the Modern F&B LandscapeMastering Testing in the Modern F&B Landscape
Mastering Testing in the Modern F&B Landscape
marketing943205
 
Shoehorning dependency injection into a FP language, what does it take?
Shoehorning dependency injection into a FP language, what does it take?Shoehorning dependency injection into a FP language, what does it take?
Shoehorning dependency injection into a FP language, what does it take?
Eric Torreborre
 
machines-for-woodworking-shops-en-compressed.pdf
machines-for-woodworking-shops-en-compressed.pdfmachines-for-woodworking-shops-en-compressed.pdf
machines-for-woodworking-shops-en-compressed.pdf
AmirStern2
 
Smart Investments Leveraging Agentic AI for Real Estate Success.pptx
Smart Investments Leveraging Agentic AI for Real Estate Success.pptxSmart Investments Leveraging Agentic AI for Real Estate Success.pptx
Smart Investments Leveraging Agentic AI for Real Estate Success.pptx
Seasia Infotech
 
The No-Code Way to Build a Marketing Team with One AI Agent (Download the n8n...
The No-Code Way to Build a Marketing Team with One AI Agent (Download the n8n...The No-Code Way to Build a Marketing Team with One AI Agent (Download the n8n...
The No-Code Way to Build a Marketing Team with One AI Agent (Download the n8n...
SOFTTECHHUB
 
Everything You Need to Know About Agentforce? (Put AI Agents to Work)
Everything You Need to Know About Agentforce? (Put AI Agents to Work)Everything You Need to Know About Agentforce? (Put AI Agents to Work)
Everything You Need to Know About Agentforce? (Put AI Agents to Work)
Cyntexa
 
UiPath Automation Suite – Cas d'usage d'une NGO internationale basée à Genève
UiPath Automation Suite – Cas d'usage d'une NGO internationale basée à GenèveUiPath Automation Suite – Cas d'usage d'une NGO internationale basée à Genève
UiPath Automation Suite – Cas d'usage d'une NGO internationale basée à Genève
UiPathCommunity
 

Reactive Programming

  • 1. Presented By: Shivam Roy & Mohd Uzair Reactive Programming
  • 2. Lack of etiquette and manners is a huge turn off. KnolX Etiquettes Punctuality Respect Knolx session timings, you are requested not to join sessions after a 5 minutes threshold post the session start time. Feedback Make sure to submit a constructive feedback for all sessions as it is very helpful for the presenter. Silent Mode Keep your mobile devices in silent mode, feel free to move out of session in case you need to attend an urgent call. Avoid Disturbance Avoid unwanted chit chat during the session.
  • 3. Agenda 01 What is Reactive Programming? 02 When to use Reactive Programming? 03 Components of Reactive Programming 04 Reactive Principles 05 Features of Reactive Programming 06 Demo
  • 4. What is Reactive Programming ● Reactive programming describes a design paradigm that relies on asynchronous programming logic to handle real-time updates to otherwise static content. ● It provides an efficient means - the use of automated data streams to handle data updates to content whenever a user makes an inquiry. ● Reactive programming creates software that responds to events rather than solicits inputs from users. To understand in simple terms, Reactive Programming can be represented in the following way: RP = Observable + Observer + Schedulers
  • 5. Functional style code Vs Rest code Traditional RestAPI Code Reactive Program functional style code
  • 6. Flux and Mono ● It implements the Publisher interface and, it is just a reactive stream that pushes elements whenever the subscriber instructs it to do so. It returns 0 to 1 element. Mono<String> mono = Mono.just("Knoldus"); Mono<String> mono = Mono.empty(); ● Mono is a special case in which the reactive stream will either emit only one item or none. It contains a different set of methods to, for instance, concatenate Mono streams into a Flux. It returns 0 to N elements. Flux<String> flux = Flux.just("A", "B", "C"); Flux<String> flux = Flux.fromArray(new String[]{"A", "B", "C"}); Flux<String> flux = Flux.fromIterable(Arrays.asList("A", "B", "C")
  • 7. Data flow as event driven stream
  • 8. When to use Reactive Programming? One of the most common use-case for using RP is when you need handling of asynchronous data streams. I am going to mention some real-world applications where Reactive Programming is being used presently. ● Developing mobile applications using Reactive Programming. ● Reactive Programming in the Netflix API with RxJava ● Going reactive provides an elegant solution when it comes to specific types of high-load or multi-user applications. ○ Social networks, chats ○ Games ○ Audio and video apps (more so in streaming)
  • 9. Component of Reactive Programming? The picture below demonstrates how reactive programming works.
  • 10. Three major component of Reactive Programming are: 1. Producers 2. Consumers 3. Data pipeline 1. Producers: Producers are the source of your data. A stream must always have a producer of data, which will be the starting for any logic that you will perform in RxJS. 2. Consumers: Consumers are the components that accept events from the producer and process them in some way. When the consumer begins listening to the producer for events, you now have a stream. It is at this point that the stream begins to push events; we’ll refer to a consumer as an observer. 3. Data Pipeline: The biggest benefit of reactive programming is you can edit the data as it passes from producer to consumer.
  • 11. Reactive Principles ● Responsive ● Resilient ● Elastic ● Message Driven
  • 12. Features of Reactive Programming? ● Provide better control over the response times associated with the processing of events. ● Enable consistency in software design for real-time systems, to reduce development and maintenance costs and effort. ● Support load balancing and resiliency to improve quality of experience. ● Make the concept of a stream or event flow explicit, improving overall management of compute elements and processing resources by making them more "visual".
  • 13. Demo
  翻译: