{"id":18909446,"url":"https://github.com/gakas14/kafka_streaming_project","last_synced_at":"2026-04-28T23:33:40.297Z","repository":{"id":229772434,"uuid":"777564350","full_name":"gakas14/Kafka_streaming_project","owner":"gakas14","description":"The project is to simulate Real-time streaming for movie details using Kafka. 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The project is to simulate Real-time streaming for movie details using Kafka. We used different technologies such as Python, Amazon EC2, Apache Kafka, Glue, Athena, and SQL.\n\n![kafka_netflix_data](https://github.com/gakas14/Kafka_streaming_project/assets/74584964/74278df5-b18f-40a0-a7d3-485d20027cf0)\n\n\n\n## Launch an ec2 on AWS \n\u003cimg width=\"1267\" alt=\"Screen Shot 2024-03-26 at 1 09 49 PM\" src=\"https://github.com/gakas14/Kafka_streaming_project/assets/74584964/4edc7068-31d3-40bc-95ab-16d1e77de2be\"\u003e\n\n## Connect to your instance \n\u003cimg width=\"667\" alt=\"Screen Shot 2024-03-26 at 1 13 31 PM\" src=\"https://github.com/gakas14/Kafka_streaming_project/assets/74584964/26599614-5d38-4c89-953a-ee0e1fbff1db\"\u003e\n\n## Install Kafka \n```\n  wget https://downloads.apache.org/kafka/3.7.0/kafka_2.13-3.7.0.tgz\n  tar -xvf kafka_2.13-3.7.0.tgz\n```\n\n## Install Java  \n```\n  sudo yum install java-1.8.0\n  java -version\n```\n\n## Edit inbound rules to allow the request from the local machine \n\n\n## Change the server to run on the public IP of the ec2 instance\n```\nsudo nano config/server.properties\n```\n\n## Start the zookeeper \n```\nbin/zookeeper-server-start.sh config/zookeeper.properties\n```\n\n## Start Kafka server \n```\nexport KAFKA_HEAP_OPTS=\"-Xmx256M -Xms128M\"\ncd kafka_2.13-3.7.0\nbin/kafka-server-start.sh config/server.properties\n```\n## Create a topic \n```\nbin/kafka-topics.sh --create --topic netflix_data --bootstrap-server {Put the Public IP of your EC2 Instance:9092} --replication-factor 1 --partitions 1\n```\n\u003cimg width=\"566\" alt=\"Screen Shot 2024-03-26 at 1 24 34 PM\" src=\"https://github.com/gakas14/Kafka_streaming_project/assets/74584964/9edf2d15-1548-465f-99de-0cd87642c89b\"\u003e\n\n## Start Producer \n```\ncd kafka_2.13-3.7.0\nbin/kafka-console-producer.sh --topic netflix_data --bootstrap-server {Put the Public IP of your EC2 Instance:9092}\n```\n\n## Start Consumer \n```\ncd kafka_2.13-3.7.0\nbin/kafka-console-consumer.sh --topic netflix_data --bootstrap-server {Put the Public IP of your EC2 Instance:9092}\n```\n\n## Create a s3 bucket\n\u003cimg width=\"1268\" alt=\"Screen Shot 2024-03-26 at 1 27 22 PM\" src=\"https://github.com/gakas14/Kafka_streaming_project/assets/74584964/03e2fc49-7db8-4849-a069-4bef74f1fd40\"\u003e\n\n\n## Open Jupyter Notebook and create a producer and consumer\n###  Producer\n\u003cimg width=\"1272\" alt=\"Screen Shot 2024-03-26 at 1 33 25 PM\" src=\"https://github.com/gakas14/Kafka_streaming_project/assets/74584964/e6e06384-a889-4db6-afcc-c39689e2614f\"\u003e\n\n\u003cimg width=\"1272\" alt=\"Screen Shot 2024-03-26 at 1 34 43 PM\" src=\"https://github.com/gakas14/Kafka_streaming_project/assets/74584964/df1405f5-1af2-4885-b0e2-0a2a49b704a3\"\u003e\n\n\n\n### Consumer\n\u003cimg width=\"1268\" alt=\"Screen Shot 2024-03-26 at 1 33 16 PM\" src=\"https://github.com/gakas14/Kafka_streaming_project/assets/74584964/13adf630-78a7-4781-a8e7-bd5e1fa6e353\"\u003e\n\n ## Check the data in the s3 bucket\n \n\u003cimg width=\"1277\" alt=\"Screen Shot 2024-03-26 at 2 12 40 PM\" src=\"https://github.com/gakas14/Kafka_streaming_project/assets/74584964/a113a2b7-a04b-4e9c-8d74-b1cabc5de50c\"\u003e\n\n\n## Build a crawler in AWS Glue \n### Add the s3 bucket as a data source\n\u003cimg width=\"1256\" alt=\"Screen Shot 2024-03-26 at 1 44 05 PM\" src=\"https://github.com/gakas14/Kafka_streaming_project/assets/74584964/cb03b0e4-df2b-4b41-b7e2-157c3cf8957e\"\u003e\n\n### Create a database\n\u003cimg width=\"1257\" alt=\"Screen Shot 2024-03-26 at 1 41 47 PM\" src=\"https://github.com/gakas14/Kafka_streaming_project/assets/74584964/b7dd9cf9-c78f-4057-81e5-445ba99a9a60\"\u003e\n\n### Run the crawler\n\n\u003cimg width=\"1178\" alt=\"Screen Shot 2024-03-26 at 1 44 48 PM\" src=\"https://github.com/gakas14/Kafka_streaming_project/assets/74584964/ba2adb4e-e319-4583-a45b-1d58deab5211\"\u003e\n\n\u003cimg width=\"1162\" alt=\"Screen Shot 2024-03-26 at 1 46 33 PM\" src=\"https://github.com/gakas14/Kafka_streaming_project/assets/74584964/489233fe-196b-4af4-947f-2007e6601f9d\"\u003e\n\n\n## Run queries on the table in Athena \n\n\u003cimg width=\"1245\" alt=\"Screen Shot 2024-03-26 at 1 47 52 PM\" src=\"https://github.com/gakas14/Kafka_streaming_project/assets/74584964/7706a0cd-557e-40f7-98a0-dd4dd87158a2\"\u003e\n\n![Screen Shot 2024-03-26 at 1 48 03 PM](https://github.com/gakas14/Kafka_streaming_project/assets/74584964/928adb2c-0d20-4f58-975c-a1ec7397f429)\n\n\n### We can run different types of queries\n##### query movie add in 2020\n```\nSELECT * FROM \"netflix_movies_db\".\"gakas_kafka_netflix_data\" WHERE release_year=2020;\n```\n\u003cimg width=\"785\" alt=\"Screen Shot 2024-03-26 at 1 56 07 PM\" src=\"https://github.com/gakas14/Kafka_streaming_project/assets/74584964/b2544154-1d92-4283-93ba-51de48bc9585\"\u003e\n\n\n\u003cimg width=\"803\" alt=\"Screen Shot 2024-03-26 at 1 56 16 PM\" src=\"https://github.com/gakas14/Kafka_streaming_project/assets/74584964/3a60e05f-3f87-4746-bb1d-3b6a1edce4b0\"\u003e\n\n\n\n#### Query count movies by type\n```\nSELECT type,count(*)  FROM \"netflix_movies_db\".\"gakas_kafka_netflix_data\" Group BY type;\n```\n\n\u003cimg width=\"1266\" alt=\"Screen Shot 2024-03-26 at 2 04 23 PM\" src=\"https://github.com/gakas14/Kafka_streaming_project/assets/74584964/032febcc-edbe-42f8-aec8-050858debe0b\"\u003e\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgakas14%2Fkafka_streaming_project","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgakas14%2Fkafka_streaming_project","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgakas14%2Fkafka_streaming_project/lists"}