A Real Time Data Streaming Project using:
(1) Kafka Messaging Systems to send real-time data for topic
(2) Spark Structured Streaming for Stream Processing
(3) Flask Web Server to handle backend to frontend Visualization
(4) Chart.js to render real-time visualizations of stock data

Full Demo On: Real-Time Amazon Stock Price Visualization w/ Notified Upper and Lower Limits

Submit Spark Job with Specified Arguments of 170 (Upper Limit) and 160 (Lower Limit):

Flag Turned onto 1 as Actual "price" > Upper Limit Specified:

Real-Time Amazon Stock Price Line Chart w/ 50-day moving average and Summary Table with Green Records (Notification of price surpassing upper limit)