Docker Containers

0

Active containers
Kubernetes Pods

0

Running pods
Memory Usage

0%

Cluster memory
CPU Usage

0%

Cluster CPU
Docker Containers
Container ID Image Status Ports Created Actions
Cluster Visualization
Kubernetes Resources
Name Type Status Node Created Actions
CPU Usage
--
↑ 2.1%
Memory
--
↑ 1.5%
Storage
--
↓ 0.3%
Network I/O
--
↑ 5.2%
Resource Utilization
Performance Metrics
Active Pipelines
0
↑ Ready
Data Processed
0 GB
↑ 0 MB/s
Spark Jobs
0
Ready
Success Rate
100%
↑ Optimal
Data Pipeline Management
Pipeline Name Engine Status Data Processed Runtime Actions
Pipeline Performance
Data Sources
Data Destinations
Active Models
0
↑ Ready
SHAP Analyses
0
Generated
LIME Explanations
0
Available
Model Accuracy
95.2%
↑ Excellent
ML Model Interpretability
Model Name Type Framework Accuracy SHAP LIME Actions
Model Performance
SHAP Feature Importance
LIME Local Explanation
Input Features
Prediction Result
No prediction yet
Confidence: --
Interpretation Summary

Make a prediction to see interpretation

Terminal
$ docker version
Docker version 24.0.0, build 98fdcd7
$
Spring Boot Microservices Architecture
Service Details
User Service

Spring Boot: 3.2.0

Port: 8081

Health: UP

Endpoints: /users, /users/{id}

Order Service

Spring Boot: 3.2.0

Port: 8082

Health: UP

Endpoints: /orders, /orders/{id}

Payment Service

Spring Boot: 3.2.0

Port: 8083

Health: UP

Endpoints: /payments, /payments/{id}

Notification Service

Spring Boot: 3.2.0

Port: 8084

Health: UP

Endpoints: /notifications

Service Metrics
4
Active Services
156
Requests/min
2.3s
Avg Response
99.9%
Uptime
Eureka Service Registry
Service Name Instance ID Status Host Port Last Heartbeat
USER-SERVICE user-service-1 UP 192.168.1.10 8081 2024-01-15 14:30:25
ORDER-SERVICE order-service-1 UP 192.168.1.11 8082 2024-01-15 14:30:23
PAYMENT-SERVICE payment-service-1 UP 192.168.1.12 8083 2024-01-15 14:30:21
NOTIFICATION-SERVICE notification-service-1 UP 192.168.1.13 8084 2024-01-15 14:30:19
Discovery Config
Eureka Server:
http://eureka-server:8761
Heartbeat Interval:
30s
Registry Fetch Interval:
30s
Renewal Threshold:
0.85
Self Preservation:
Enabled
NGINX Load Balancer
Route: /api/users/*

Upstream: user-service-pool

Load Balancing: Round Robin

Health Check: /actuator/health

Route: /api/orders/*

Upstream: order-service-pool

Load Balancing: Least Connections

Health Check: /actuator/health

Route: /api/payments/*

Upstream: payment-service-pool

Load Balancing: IP Hash

Health Check: /actuator/health

AWS API Gateway
Stage: Production

Endpoint: https://api.example.com/prod

Throttling: 10000 req/sec

Authentication: API Key + IAM

Stage: Development

Endpoint: https://api.example.com/dev

Throttling: 1000 req/sec

Authentication: API Key

Custom Domain

Domain: api.mycompany.com

Certificate: ACM Certificate

Base Path: /v1

Request Distribution
2.4k
Total Requests
156ms
Avg Latency
99.8%
Success Rate
12
Error Count
RabbitMQ
Exchange: order.exchange

Type: Direct

Queues: order.created, order.updated, order.cancelled

Messages in Queue:
Order #1001 Created
Order #1002 Updated
Order #1003 Cancelled
Exchange: payment.exchange

Type: Topic

Queues: payment.processed, payment.failed

Messages in Queue:
Payment #2001 Processed
Payment #2002 Failed
Apache Kafka
Topic: user-events

Partitions: 3

Replication: 3

Consumers: notification-service, analytics-service

Recent Messages:
User registered: user123
User updated: user456
User deleted: user789
Topic: order-events

Partitions: 5

Replication: 3

Consumers: inventory-service, shipping-service

Recent Messages:
Order placed: order101
Order shipped: order102
Message Flow
1.2k
Messages/sec
45ms
Avg Processing Time
12
Active Consumers
3
DLQ Messages
Prometheus Metrics
2.4k
http_requests_total
156ms
http_request_duration
85%
jvm_memory_used
12
database_connections
Grafana Dashboard
ELK Stack Logs
2024-01-15 14:30:25 [INFO] user-service - User created successfully: user123
2024-01-15 14:30:20 [WARN] order-service - High memory usage detected: 85%
2024-01-15 14:30:15 [ERROR] payment-service - Payment processing failed: insufficient funds
2024-01-15 14:30:10 [INFO] notification-service - Email sent successfully to user@example.com
2024-01-15 14:30:05 [DEBUG] api-gateway - Request routed to user-service
Distributed Tracing
API Gateway 2ms
Request received: POST /api/orders
Order Service 45ms
Processing order creation
Payment Service 120ms
Processing payment
Notification Service 25ms
Sending confirmation email
Alerts & Notifications
Critical: High Memory Usage

Payment service memory usage is at 95%. Consider scaling up.

Triggered: 2024-01-15 14:25:00
Warning: Slow Response Time

Order service response time increased to 2.5s. Above threshold of 2s.

Triggered: 2024-01-15 14:20:00
Info: Service Scaled

User service successfully scaled from 2 to 3 instances.

Triggered: 2024-01-15 14:15:00

Testing Framework Dashboard

Jest Testing

Unit testing framework for JavaScript

Tests: 0
Passed: 0
Failed: 0
Mocha Testing

BDD/TDD testing framework with Chai

Tests: 0
Passed: 0
Failed: 0
Cypress E2E

End-to-end testing framework

Tests: 0
Passed: 0
Failed: 0
Code Coverage
Statements 85%
Branches 78%
Functions 92%
Lines 88%
Test Performance
Test Results
✓ UserService.createUser() should create user successfully
✓ OrderService.processOrder() should handle valid orders
✗ PaymentService.processPayment() should handle invalid cards
Expected: rejected, Actual: pending
✓ NotificationService.sendEmail() should send confirmation
○ InventoryService.updateStock() pending implementation
Test Console
$
Test suite initialized...
Running Jest unit tests...
✓ 15 tests passed
✗ 2 tests failed
○ 1 test pending
Test execution completed in 2.34s
$

Backend Architecture Overview

Spring Boot Application Layer
Controllers
REST endpoints
Services
Business logic
Repositories
Data access
Models
Data entities
Database & Persistence Layer
PostgreSQL
Primary database
Redis Cache
In-memory store
Elasticsearch
Search engine
API Endpoints
GET /api/users
Retrieve all users
POST /api/users
Create new user
GET /api/users/{id}
Get user by ID
PUT /api/users/{id}
Update user
DELETE /api/users/{id}
Delete user
GET /api/orders
Retrieve orders
POST /api/orders
Create new order
GET /api/products
Get product catalog
POST /api/payments
Process payment
GET /api/health
Health check endpoint
Technology Stack
Spring Boot
Framework
Spring Security
Authentication
Spring Data JPA
ORM
Spring Cloud
Microservices
Docker
Containerization
Kubernetes
Orchestration
Backend Performance Metrics

85ms

Avg Response Time

2.4k/s

Requests/Second

65%

CPU Usage

78%

Memory Usage
Deployment Pipeline
Source
Git Repository
Build
Maven/Gradle
Test
Unit & Integration
Security
Vulnerability Scan
Package
Docker Image
Deploy
Kubernetes

Frontend Architecture Overview

Presentation Layer
Components
React/Vue/Angular
Routing
Navigation system
State Management
Redux/Vuex/NgRx
API Layer
HTTP clients
Build & Development Tools
Webpack/Vite
Module bundler
Babel/TypeScript
Transpilation
ESLint/Prettier
Code quality
Component Code Example
// React Component Example import React, { useState, useEffect } from 'react'; import { useDispatch, useSelector } from 'react-redux'; import { fetchUsers } from '../store/userSlice'; const UserList = () => { const dispatch = useDispatch(); const { users, loading, error } = useSelector(state => state.users); useEffect(() => { dispatch(fetchUsers()); }, [dispatch]); if (loading) return <div>Loading...</div>; if (error) return <div>Error: {error}</div>; return ( <div className="user-list"> <h2>Users</h2> {users.map(user => ( <div key={user.id} className="user-card"> <h3>{user.name}</h3> <p>{user.email}</p> </div> ))} </div> ); }; export default UserList;
Frontend Technologies
React
UI Library
Bootstrap
CSS Framework
Redux
State Management
TypeScript
Type Safety
Axios
HTTP Client
Jest/RTL
Testing
Frontend Performance Metrics

1.2s

Page Load Time

245KB

Bundle Size

92

Lighthouse Score

156

Total Components
Frontend Build Pipeline
Source
Git Repository
Install
npm/yarn
Lint
ESLint/Prettier
Test
Jest/Cypress
Build
Webpack/Vite
Deploy
CDN/Nginx