DIGIT Core
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2.8
2.8
  • ☑️Introducing DIGIT Platform
    • DIGIT - Value Proposition
  • Platform
    • 🔎Overview
      • Principles
      • Architecture
        • Service Architecture
        • Infrastructure Architecture
        • Deployment Architecture
      • Technology
        • API Gateway
        • Open Source Tools
      • Checklists
        • API Checklist
        • Security Checklist
          • Security Guidelines Handbook
          • Security Flow - Exemplar
        • Performance Checklist
        • Deployment Checklist
      • UI Frameworks
        • React UI Framework
    • 🔧Core Services
      • Workflow Service
        • Setting Up Workflows
        • Configuring Workflows For An Entity
        • Workflow Auto Escalation
        • Migration To Workflow 2.0
      • Location Services
      • User Services
      • Access Control Services
      • PDF Generation Service
      • MDMS (Master Data Management Service)
        • Setting up Master Data
          • MDMS Overview
          • MDMS Rewritten
          • Configuring Tenants
          • Configuring Master Data
          • Adding New Master
          • State Level Vs City Level Master
      • Payment Gateway Service
      • User Session Management
      • Indexer Service
        • Indexer Configuration
      • URL Shortening Service
      • XState Core Chatbot
        • Xstate-Chatbot Message Localisation
        • XState-Chatbot Integration Document
      • NLP Engine Service
        • NLP Chatbot
      • SMS Template Approval Process
      • Telemetry Service
      • Document Uploader Service
      • Notification Enhancement Based On Different Channel
      • Report Service
        • Configuring New Reports
          • Impact Of Heavy Reports On Platform
          • Types Of Reports Used In Report Service
      • SMS Notification Service
        • Setting Up SMS Gateway
          • Using The Generic GET & POST SMS Gateway Interface
      • Survey Service
      • Persister Service
        • Persister Configuration
      • Encryption Service
        • Encryption Client Library
        • User Data Security Architecture
        • Guidelines for supporting User Privacy in a module
      • FileStore Service
      • ID Generation Service
      • Localization Service
        • Configuring Localization
          • Setup Base Product Localization
          • Configure SMS and Email
      • Email Notification Service
      • Searcher Service
      • Zuul Service
      • User OTP Service
      • OTP Service
      • Chatbot Service
      • National Dashboard Ingest
        • National Dashboard API Performance Testing Specs and Benchmark
        • National Dashboard: Steps for Index Creation
        • National Dashboard Adaptor Service
          • Deployment of Airflow DAG
          • Trigger Airflow DAG
          • Configure Airflow
          • Insert & Delete Data - Steps
          • Important Links & Credentials
          • Code Structure
          • KT Sessions
          • Pre-requisites For Enabling Adaptor
        • Revenue Maximisation
      • Audit Service
        • Signed Audit Performance Testing Results
      • Service Request
      • Self Contained Service Architecture (HLD)
      • Accelerators
        • Inbox Service
    • ✏️API Specifications
      • User
      • Access Control
      • Employee
      • Location
      • Localisation
      • Encryption
      • Indexer
      • File Store
      • Collection
      • DSS Ingest
      • HRMS
      • National Dashboard Ingest
      • WhatsApp Chatbot
      • Master Data Management
      • ID Generation
      • URL Shortner
      • Workflow Service
      • Workflow v2
      • Document Uploader Service
      • OTP Service
      • Reporting Service
      • PDF Generation Service
      • Payment Gateway Service
    • 🔐Data Protection & Privacy
      • Data Protection & Privacy Definitions
      • Legal Obligations For Privacy - eGov
      • Data Protection & Privacy - Global Best Practices
      • Guidelines
        • Platform Owner Guidelines
        • Implementing Agencies Guidelines
        • Admin Guidelines
        • Program Owner Guidelines
        • Data Security and Data Privacy
      • Data Privacy Policy Templates
        • eGov Data Privacy Policy
        • Implementing Agency Privacy Policy
        • Admin & Program Owner Privacy Policy
        • Supporting Agency Privacy Policy
      • Global Standards For All Roles
    • ▶️Get Started
      • Install DIGIT
      • Access DIGIT
      • Sandbox
      • Training and Certification
        • Training Resources
    • ⚒️Integrations
      • Payment
      • Notification
      • Transaction
      • Verification
      • View
      • Calculation
    • 🛣️Roadmap
    • 🎬Open Events
    • 👩‍💻Source Code
    • 👁️Project Plan
    • 📋Discussion Board
    • 🤝Contribute
  • Guides
    • 📓Installation Guide
      • DIGIT Deployment
      • Quick Setup
        • DIGIT Installation on Azure
        • DIGIT Installation on AWS
      • Production Setup
        • AWS
          • 1. Pre-requisites
          • 2. Understanding EKS
          • 3. Setup AWS Account
          • 4. Provisioning Infra Using Terraform
          • 5. Prepare Deployment Config
          • 6. Deploy DIGIT
          • 7. Bootstrap DIGIT
          • 8. Productionize DIGIT
          • FAQ
        • Azure
          • 1. Azure Pre-requisites
          • 2. Understanding AKS
          • 3. Infra-as-code (Terraform)
        • SDC
          • 1. SDC Pre-requisites
          • 2. Infra-as-code (Kubespray)
          • CI/CD Setup On SDC
        • CI/CD Set Up
          • CI/CD Build Job Pipeline Setup
        • Prepare Helm Release Chart
        • Deployment - Key Concepts
          • Security Practices
          • Readiness & Liveness
          • Resource Requests & Limits
          • Deploying DIGIT Services
          • Deployment Architecture
          • Routing Traffic
          • Backbone Deployment
    • 💽Data Setup Guide
      • User Module
      • Localisation Module
      • Location Module
    • 🚥Design Guide
      • Model Requirements
      • Design Services
      • Design User Interface
      • Checklists
    • ⚒️Developer Guide
      • Pre-requisites Training Resources
      • Backend Developer Guide
        • Section 0: Prep
          • Development Pre-requisites
          • Design Inputs
            • High Level Design
            • Low Level Design
          • Development Environment Setup
        • Section 1: Create Project
          • Generate Project Using API Specs
          • Create Database
          • Configure Application Properties
          • Import Core Models
          • Implement Repository Layer
          • Create Validation & Enrichment Layers
          • Implement Service Layer
          • Build The Web Layer
        • Section 2: Integrate Persister & Kafka
          • Add Kafka Configuration
          • Implement Kafka Producer & Consumer
          • Add Persister Configuration
          • Enable Signed Audit
          • Run Application
        • Section 3: Integrate Microservices
          • Integrate IDGen Service
          • Integrate User Service
          • Add MDMS Configuration
          • Integrate MDMS Service
          • Add Workflow Configuration
          • Integrate Workflow Service
          • Integrate URL Shortener Service
        • Section 4: Integrate Billing & Payment
          • Custom Calculator Service
          • Integrate Calculator Service
          • Payment Back Update
        • Section 5: Other Advanced Integrations
          • Add Indexer Configuration
          • Certificate Generation
        • Section 6: Run Final Application
        • Section 7: Build & Deploy Instructions
        • FAQs
      • Flutter UI Developer Guide
        • Introduction to Flutter
          • Flutter - Key Features
          • Flutter Architecture & Approach
          • Flutter Pre-Requisites
        • Setup Development Environment
          • Flutter Installation & Setup Guide
          • Setup Device Emulators/Simulators
          • Run Application
        • Build User Interfaces
          • Create Form Screen
        • Build Deploy & Publish
          • Build & Deploy Flutter Web Application
          • Generate Android APKs & App Bundles
          • Publishing App Bundle To Play Store
        • State Management With Provider & Bloc
          • Provider State Management
          • BloC State Management
        • Best Practices & Tips
        • Troubleshooting
      • UI Developer Guide
        • DIGIT-UI
        • Android Web View & How To Generate APK
        • DIGIT UI Development Pre-requisites
        • UI Configuration (DevOps)
        • Local Development Setup
        • Run Application
        • Create New Screen In DIGIT-UI
          • Create Screen (FormComposer)
          • Inbox/Search Screen
          • Workflow Component
        • Customisation
          • Integrate External Web Application/UI With DIGIT UI
          • Utility - Pre-Process MDMS Configuration
          • CSS Customisation
        • Citizen Module Setup
          • Sample screenshots
          • Project Structure
          • Install Dependency
          • Import Required Components
          • Write Citizen Module Code
          • Citizen Landing Screen
        • Employee Module Setup
          • Write Employee Module Code
        • Build & Deploy
        • Setup Monitoring Tools
        • FAQs
          • Troubleshoot Using Browser Network Tab
          • Debug Android App Using Chrome Browser
    • 🔄Operations Guide
      • DIGIT - Infra Overview
      • Setup Central Instance Infra
      • Central Monitoring Dashboard Setup
      • Kubernetes
        • RBAC Management
        • DB Dump - Playground
      • Setup Jenkins - Docker way
      • GitOps
        • Git Client installation
        • GitHub organization creation
        • Adding new SSH key to it
        • GitHub repo creation
        • GitHub Team creation
        • Enabling Branch protection:
        • CODEOWNER Reviewers
        • Adding Users to the Git
        • Setting up an OAuth with GitHub
        • Fork (Fork the mdms,config repo with a tenant-specific branch)
      • Working with Kubernetes
        • Installation of Kubectl
      • Containerizing application using Docker
        • Creation of Dockerhub account
      • Infra provisioning using Terraform
        • Installation of Terraform
      • Customization of existing tf templates
      • Cert-Manager
        • Obtaining SSL certificates with the help of cluster-issuer
      • Moving Docker Images
      • Pre and post deployment checklist
      • Multi-tenancy Setup
      • Availability
        • Infrastructure
        • Backbone services
          • Database
          • Kafka
          • Kafka Connect
          • Elastic search
            • ElasticSearch Direct Upgrade
            • Elastic Search Rolling Upgrade
        • Core services
        • DIGIT apps
        • DSS dashboard
      • Observability
        • ES-Curator to clear old logs/indices
        • Monitoring
        • Tracing
        • Jaeger Tracing Setup
        • Logging
        • eGov Monitoring & Alerting Setup
        • eGov Logging Setup
      • Performance
        • What to monitor?
          • Infrastructure
          • Backbone services
          • Core services
        • Identifying bottlenecks
        • Solutions
      • Handling errors
      • Security
      • Reliability and disaster recovery
      • Privacy
      • Skillsets/hiring
      • Incident management processes
      • Kafka Troubleshooting Guide
        • How to clean up Kafka logs
        • How to change or reset consumer offset in Kafka?
      • SRE Rituals
      • FAQs
        • I am unable to login to the citizen or employee portal. The UI shows a spinner.
        • My DSS dashboard is not reflecting accurate numbers? What can I do?
      • Deployment using helm
        • Helm installation:
        • Helm chart creation
        • Helm chart customization
      • How to Dump Elasticsearch Indexes
      • Deploy Nginx-Ingress-Controller
      • Deployment Job Pipeline Setup
      • OAuth2-Proxy Setup
      • Jira Ticket Creation
  • Reference
    • 👉Setup Basics
      • Setup Requirements
        • Tech Enablement Training - Essential Skills and Pre-requisites
        • Tech Enablement Training (eDCR) - Essential Skills and Prerequisites
          • Development Control Rules (Digit-DCR)
          • eDCR Approach Guide
        • DIGIT Rollout Program Governance
        • DevOps Skills Requirements
        • Infra Requirements
        • Team Composition for DIGIT Implementation
        • Infra Best Practices
        • Operational Best Practices
        • Why Kubernetes For DIGIT
      • Supported Clouds
        • Google Cloud
        • Azure
        • AWS
        • VSphere
        • SDC
      • Deployment - Key Concepts
        • Security Practices
        • CI/CD
        • Readiness & Liveness
        • Resource Requests & Limits
      • Understanding ERP Stack
        • ERP Monolithic Architecture
        • ERP Hybrid Architecture
        • ERP Coexistence Architecture
        • APMDP-HYBRID-INFRA ARCHITECTURE
        • eGov SmartCity eGovernance Suite
        • ERP Deployment Process
        • ERP Release Process
        • ERP User Guide
      • Deploying DIGIT Services
        • Deployment Architecture
        • Routing Traffic
        • Backbone Deployment
      • Troubleshooting
        • Distributed Tracing
        • Logging
        • Monitoring & Alerts
    • 📥Reference Reads
      • Analytics
      • DevSecOps
      • Low Code No Code
        • Application Specification
      • Beneficiary Eligibility
      • Government and Open Digital Platforms
      • Microservices and Low Code No Code
      • Registries
      • Platform Orientation - Overview
    • 🔏Data Security
      • Signed Data Audit
      • Encryption Techniques
      • Approaches to handle Encrypted Data
    • ❕Privacy
    • 🕹️DevOps
      • 1. How DNS works
      • 2. Load Balancer
      • 3. SSL/Cert-manager
      • 4.Ingress,WAF
      • 5.VPC
      • 6.Subnets
      • 7.EKS
      • 8.Worker Node Group
      • 9.RDS
      • 10.NAT
      • 11.Internet Gateway
      • 12.Block Storage (EBS Volumes)
      • 13.Object Storage (S3)
      • 14. Telemetry
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  1. Reference
  2. Reference Reads

Microservices and Low Code No Code

PreviousGovernment and Open Digital PlatformsNextRegistries

Last updated 2 years ago

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Microservices and Low Code No Code architectures have evolved to address very different sets of software engineering challenges. With the advent of information technology and especially after its explosion in the post internet era, two major problems emerged.

1. Scale Problem - How to design cost effective, evolvable and reliable systems that can be scalable to meet requirements of millions of users.

2. Speed Problem - How to accelerate the development of software?

To address the scaling problem, technology companies and systems designers created design concepts and technologies like hardware virtualization (cloud), containers (e.g. Docker), Service Orientation (e.g. API First approach), Asynchronous Processing (e.g. Queues) etc. These technologies and design concepts eventually were put together into microservices based architecture and are now used to develop large scalable systems.

To address the speed problem of software development, early engineers focused on automatic code generation using CASE Tools. CASE Tools aimed to generate “high quality, defect free, maintainable software”. Key idea was to use software design models like ER Diagrams, Data Flow Diagrams as input and then generate code from these diagrams. Several of these tools became popular in the 90’s. The main problem with these tools was that when the programmers made changes to the generated code the source model would go out of sync and would become unusable. This limited the adoption of CASE tools to the initial phases of the projects. Similar concepts are used even today by many developers to generate the boilerplate code instead of coding everything from scratch.

In parallel to CASE tools, 4GL (Fourth Generation Languages) and RAD (Rapid Application Development) also began trending. 4GL was first introduced by James Martin in 1981 in his book “Application Development without Programmers”. 4GL languages focused on higher level constructs like information rather than bits and bytes. They focused on databases, reports, workflows, GUI (Graphical user interface) etc. 4GL languages accompanied with Drag and Drop for form designers. Soon, people realized that programming done in higher language constructs has limited applicability (due to lower expressivity). They are harder to refactor. Most of the 4GL were focused on traditional Windows based applications. The internet moved user interfaces to HTML and this made 4GL languages less relevant. Most companies who bet on 4GL rebranded themselves to Business Process Management (BPM) or Rules Engines. The 4GL trend faded away.

The other trend was Rapid Application Development (RAD). Early software development process was adopted from civil engineering which was an extremely rigid waterfall process i.e. after requirements, then design then build and then deployment. No back and forth was accepted. RAD changed that by allowing feedback loops between various stages of development. This allowed developers to incorporate learning during one phase into the previous phase. So basically, some back and forth was allowed. Using CASE tools for design and generating working models were quite suited with this approach.

Low Code No Code environments trace their roots to CASE, 4GL and RAD. The principles are the same - model-driven design, automatic code generation, and visual programming. Their benefits and limitations are also the same. They can generate simple applications quite fast. However these applications will inherently suffer from low expressivity, extensibility, evolvability and scalability. The platform providers hide behind “Low Code” by providing the ability to write code within the designer. As complexity of applications increases, developers end up writing more and more code to incorporate these functionalities. Given there are no standards existing for LCNC platforms today, the underlying models and pieces of code are all stored in proprietary formats. This creates significant vendor lock-in.

Given the need to generate large number of simple applications and shortage of software engineering talent, a combination of backend microservices with a low code no code front end may be the way to move forward. This would enable both scalable systems can be delivered at speed. However, with increasing diversity of channels - web, mobile, chat, voice, kiosks, social media etc. the challenge for low code no code platforms has significantly been raised. A low code no code platform that can integrate/orchestrate backend microservices and enable digital service delivery through a wide number of channels is the need of the hour.

At the same time, while microservices based architectures has been really successful in addressing the issues around scale and maintainability, it has led to increasing complexity of deployment and operations. A plethora of tools are emerging to address these issues. A DevOps engineer needs to be aware of these tools to be able deploy and manage microservices.

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