zmyzheng / Tweetmap
Licence: apache-2.0
A real time Tweet Trend Map and Sentiment Analysis web application with kafka, Angular, Spring Boot, Flink, Elasticsearch, Kibana, Docker and Kubernetes deployed on the cloud
Stars: ✭ 28
Programming Languages
java
68154 projects - #9 most used programming language
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Tweet Map with Trends
- Build a
javaTweet Collector to collect real-time tweets with Twitter Streaming API - Push collected tweets to
Kafkacluster - Utilize
Apache FlinkStreaming to process (parse, filter and tranform) tweets - Ingest processed tweets to
Elasticsearchfor data persistance and index - Develop
SpringBootRESTful API serverto query tweets from Elasticsearch - Visualize real time tweet trends with Frontend
Angularweb application - Show Geographical Tweet Heat Map with
Kibana - Create
Dockerimage and deploymicroservicestoKubernetescluster
Project structure
-
tweet-collector: collect real-time tweets with Twitter Streaming API and push to Kafka cluster.
- To support other social media, implement SocialMediaCollector interface.
- To support other message queues, implement Sinkable interface.
-
rest-api-server: A RESTful API server querying tweets from Elasticsearch using SpringBoot framework.
-
flink-processor: Streaming process tweets and ingest into Elasticsearch.
-
frontend-website: Visualize Tweet Map with Angular framework. (developing)
Build
JDK version:
- master branch and dev-jdk11 branch: JDK 11
- dev-jdk8 branch: JDK 8
./gradlew :tweet-collector:clean :tweet-collector:build :tweet-collector:dockerPush
java -jar tweet-collector/build/libs/tweet-collector-1.1-SNAPSHOT.jar
./gradlew :flink-processor:clean :flink-processor:build
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