Twitter data streaming with Kafka

Preparations

1. Install Kafka on your local environment
2. Create the new topic named twitter_tweets:

   kafka-topics --create --zookeeper localhost:2181 --replication-factor 1 --partitions 6 --topic twitter_tweets
   

3. Start kafka service

   brew services start kafka
   

4. Setup Twitter KEY, SECRET_KEY, TOKEN and SECRET_TOKEN

• Open development.properties and set the value:

  CONSUMER_KEY=
  CONSUMER_SECRET=
  TOKEN=
  TOKEN_SECRET=
  

How to run

• Open Bootstrap class and run the main method

  public class Bootstrap {
  
      public static void main(String[] args) {
          new Thread(new TwitterProducer(KafkaProperty.properties())).start();
          new Thread(new TwitterConsumer(KafkaProperty.properties())).start();
      }
  }

Check result

• You can confirm your output through console like:

  twitter_tweets [5] offset=99, key=null, value="{"created_at":"Sun Jun 23 15:08:48 +0000 2019","id":1142811752532467712,"id_str":"1142811752532467712","text":"RT @SparrowExchange: \ud83d\ude80Just 3 days to launch! Soon everyone will be able to trade #digitalassets options easily and securely. \n\n#TradeatSpar\u2026","source":"\u003ca href=\"http:\/\/twitter.com\" rel=\"nofollow\"\u003eTwitter Web Client\u003c\/a\u003e","truncated":false,"in_reply_to_status_id":null,"in_reply_to_status_id_str":null,"in_reply_to_user_id":null,"in_reply_to_user_id_str":null,"in_reply_to_screen_name":null,"user":{"id":1062575421064167425,"id_str":"1062575421064167425","name":"sergYan","screen_name":"sergYanu","location":"\u0411\u0435\u043b\u0430\u0440\u0443\u0441\u044c","url":null,"description":"#FOLLOWBACK #RUFOLLOWBACK #TEAMFOLLOWBACK #\u0412\u0417\u0410\u0418\u041c\u041d\u041e #\u0427\u0418\u0422\u0410\u042e\u0412\u0417\u0410\u0418\u041c\u041d\u041e #\u0412\u0417\u0410\u0418\u041c\u041d\u042b\u0419\u0424\u041e\u041b\u041b\u041e\u0412\u0418\u041d\u0413 #BOUNTY #Airdrop #ICO #\u043a\u0440\u0438\u043f\u0442\u043e\u0432\u0430\u043b\u044e\u0442\u044b #bitcoin #\u043a\u0430\u043a_\u0437\u0430\u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c_\u0432_\u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442\u0435","translator_type":"none","protected":false,"verified":false,"followers_count":4318,"friends_count":4962,"listed_count":3,"favourites_count":1001,"statuses_count":1979,"created_at":"Wed Nov 14 05:18:16 +0000 2018","utc_offset":null,"time_zone":null,"geo_enabled":false,"lang":null,"contributors_enabled":false,"is_translator":false,"profile_background_color":"F5F8FA","profile_background_image_url":"","profile_background_image_url_https":"","profile_background_tile":false,"profile_link_color":"1DA1F2","profile_sidebar_border_color":"C0DEED","profile_sidebar_fill_color":"DDEEF6","profile_text_color":"333333","profile_use_background_image":true,"profile_image_url":"http:\/\/pbs.twimg.com\/profile_images\/1063121944822890499\/hq7ADEPj_normal.jpg","profile_image_url_https":"https:\/\/pbs.twimg.com\/profile_images\/1063121944822890499\/hq7ADEPj_normal.jpg","profile_banner_url":"https:\/\/pbs.twimg.com\/profile_banners\/1062575421064167425\/1542175416","default_profile":true,"default_profile_image":false,"following":null,"follow_request_sent":null,"notifications":null},"geo":null,"coordinates":null,"place":null,"contributors":null,"retweeted_status":{"created_at":"Tue Jun 04 06:28:31 +0000 2019","id":1135795448277422080,"id_str":"1135795448277422080","text":"\ud83d\ude80Just 3 days to launch! Soon everyone will be able to trade #digitalassets options easily and securely.\u2026 https:\/\/t.co\/03hHlxqm2y","display_text_range":[0,140],"source":"\u003ca href=\"http:\/\/twitter.com\" rel=\"nofollow\"\u003eTwitter Web Client\u003c\/a\u003e","truncated":true,"in_reply_to_status_id":null,"in_reply_to_status_id_str":null,"in_reply_to_user_id":null,"in_reply_to_user_id_str":null,"in_reply_to_screen_name":null,"user":{"id":930958016110669824,"id_str":"930958016110669824","name":"Sparrow - The Leading Options Trading Platform.","screen_name":"SparrowExchange","location":"Singapore","url":"http:\/\/www.sparrowexchange.com","description":"Take Control. 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Soon everyone will be able to trade #digitalassets options easily and securely. \n\n#TradeatSparrow #Tradeoptions #crypto #bitcoin #cryptotrading #optionstrading #tradecrypto #btc #eth #launch #watchthisspace https:\/\/t.co\/wMGsQh9msc","display_text_range":[0,230],"entities":{"hashtags":[{"text":"digitalassets","indices":[60,74]},{"text":"TradeatSparrow","indices":[106,121]},{"text":"Tradeoptions","indices":[122,135]},{"text":"crypto","indices":[136,143]},{"text":"bitcoin","indices":[144,152]},{"text":"cryptotrading","indices":[153,167]},{"text":"optionstrading","indices":[168,183]},{"text":"tradecrypto","indices":[184,196]},{"text":"btc","indices":[197,201]},{"text":"eth","indices":[202,206]},{"text":"launch","indices":[207,214]},{"text":"watchthisspace","indices":[215,230]}],"urls":[],"user_mentions":[],"symbols":[],"media":[{"id":1135791212391161856,"id_str":"1135791212391161856","indices":[231,254],"media_url":"http:\/\/pbs.twimg.com\/media\/D8MkFwmV4AAUnXu.jpg","media_url_https":"https:\/\/pbs.twimg.com\/media\/D8MkFwmV4AAUnXu.jpg","url":"https:\/\/t.co\/wMGsQh9msc","display_url":"pic.twitter.com\/wMGsQh9msc","expanded_url":"https:\/\/twitter.com\/SparrowExchange\/status\/1135795448277422080\/photo\/1","type":"photo","sizes":{"thumb":{"w":150,"h":150,"resize":"crop"},"large":{"w":1024,"h":512,"resize":"fit"},"medium":{"w":1024,"h":512,"resize":"fit"},"small":{"w":680,"h":340,"resize":"fit"}}}]},"extended_entities":{"media":[{"id":1135791212391161856,"id_str":"1135791212391161856","indices":[231,254],"media_url":"http:\/\/pbs.twimg.com\/media\/D8MkFwmV4AAUnXu.jpg","media_url_https":"https:\/\/pbs.twimg.com\/media\/D8MkFwmV4AAUnXu.jpg","url":"https:\/\/t.co\/wMGsQh9msc","display_url":"pic.twitter.com\/wMGsQh9msc","expanded_url":"https:\/\/twitter.com\/SparrowExchange\/status\/1135795448277422080\/photo\/1","type":"photo","sizes":{"thumb":{"w":150,"h":150,"resize":"crop"},"large":{"w":1024,"h":512,"resize":"fit"},"medium":{"w":1024,"h":512,"resize":"fit"},"small":{"w":680,"h":340,"resize":"fit"}}}]}},"quote_count":28,"reply_count":21,"retweet_count":52,"favorite_count":82,"entities":{"hashtags":[{"text":"digitalassets","indices":[60,74]}],"urls":[{"url":"https:\/\/t.co\/03hHlxqm2y","expanded_url":"https:\/\/twitter.com\/i\/web\/status\/1135795448277422080","display_url":"twitter.com\/i\/web\/status\/1\u2026","indices":[105,128]}],"user_mentions":[],"symbols":[]},"favorited":false,"retweeted":false,"possibly_sensitive":false,"filter_level":"low","lang":"en"},"is_quote_status":false,"quote_count":0,"reply_count":0,"retweet_count":0,"favorite_count":0,"entities":{"hashtags":[{"text":"digitalassets","indices":[81,95]}],"urls":[],"user_mentions":[{"screen_name":"SparrowExchange","name":"Sparrow - The Leading Options Trading Platform.","id":930958016110669824,"id_str":"930958016110669824","indices":[3,19]}],"symbols":[]},"favorited":false,"retweeted":false,"filter_level":"low","lang":"en","timestamp_ms":"1561302528876"}
  "
  twitter_tweets [4] offset=97, key=null, value="{"created_at":"Sun Jun 23 15:08:50 +0000 2019","id":1142811757821476865,"id_str":"1142811757821476865","text":"RT @MPCXPlatform: \ud83d\udcc8With #Bitcoin skyrocketing to $10,788, it seems that we are heading towards a new a all time high surpussing the previou\u2026","source":"\u003ca href=\"http:\/\/twitter.com\/download\/iphone\" rel=\"nofollow\"\u003eTwitter for iPhone\u003c\/a\u003e","truncated":false,"in_reply_to_status_id":null,"in_reply_to_status_id_str":null,"in_reply_to_user_id":null,"in_reply_to_user_id_str":null,"in_reply_to_screen_name":null,"user":{"id":1583934276,"id_str":"1583934276","name":"\u0415\u0433\u0435\u0440","screen_name":"egor_rickun","location":null,"url":null,"description":null,"translator_type":"none","protected":false,"verified":false,"followers_count":41,"friends_count":8,"listed_count":0,"favourites_count":90,"statuses_count":1444,"created_at":"Wed Jul 10 20:27:59 +0000 2013","utc_offset":null,"time_zone":null,"geo_enabled":false,"lang":null,"contributors_enabled":false,"is_translator":false,"profile_background_color":"211A1C","profile_background_image_url":"http:\/\/abs.twimg.com\/images\/themes\/theme1\/bg.png","profile_background_image_url_https":"https:\/\/abs.twimg.com\/images\/themes\/theme1\/bg.png","profile_background_tile":true,"profile_link_color":"FF0839","profile_sidebar_border_color":"FFFFFF","profile_sidebar_fill_color":"DDEEF6","profile_text_color":"333333","profile_use_background_image":true,"profile_image_url":"http:\/\/pbs.twimg.com\/profile_images\/378800000334057609\/9ad39e6ebf887ad3fb733f5fa9cbad1e_normal.jpeg","profile_image_url_https":"https:\/\/pbs.twimg.com\/profile_images\/378800000334057609\/9ad39e6ebf887ad3fb733f5fa9cbad1e_normal.jpeg","profile_banner_url":"https:\/\/pbs.twimg.com\/profile_banners\/1583934276\/1455655513","default_profile":false,"default_profile_image":false,"following":null,"follow_request_sent":null,"notifications":null},"geo":null,"coordinates":null,"place":null,"contributors":null,"retweeted_status":{"created_at":"Sat Jun 22 14:35:53 +0000 2019","id":1142441079851102208,"id_str":"1142441079851102208","text":"\ud83d\udcc8With #Bitcoin skyrocketing to $10,788, it seems that we are heading towards a new a all time high surpussing the p\u2026 https:\/\/t.co\/rCEm2FEQtC","source":"\u003ca href=\"http:\/\/twitter.com\/download\/iphone\" rel=\"nofollow\"\u003eTwitter for iPhone\u003c\/a\u003e","truncated":true,"in_reply_to_status_id":null,"in_reply_to_status_id_str":null,"in_reply_to_user_id":null,"in_reply_to_user_id_str":null,"in_reply_to_screen_name":null,"user":{"id":967011488476082176,"id_str":"967011488476082176","name":"MPCX Platform","screen_name":"MPCXPlatform","location":"City of London, London","url":"http:\/\/mpcx.co","description":"Digital Wealth Management Platform","translator_type":"none","protected":false,"verified":false,"followers_count":15766,"friends_count":59,"listed_count":45,"favourites_count":1723,"statuses_count":729,"created_at":"Fri Feb 23 12:21:19 +0000 2018","utc_offset":null,"time_zone":null,"geo_enabled":true,"lang":null,"contributors_enabled":false,"is_translator":false,"profile_background_color":"000000","profile_background_image_url":"http:\/\/abs.twimg.com\/images\/themes\/theme1\/bg.png","profile_background_image_url_https":"https:\/\/abs.twimg.com\/images\/themes\/theme1\/bg.png","profile_background_tile":false,"profile_link_color":"1B95E0","profile_sidebar_border_color":"000000","profile_sidebar_fill_color":"000000","profile_text_color":"000000","profile_use_background_image":false,"profile_image_url":"http:\/\/pbs.twimg.com\/profile_images\/1008799970567315457\/f4YUChV-_normal.jpg","profile_image_url_https":"https:\/\/pbs.twimg.com\/profile_images\/1008799970567315457\/f4YUChV-_normal.jpg","profile_banner_url":"https:\/\/pbs.twimg.com\/profile_banners\/967011488476082176\/1529351817","default_profile":false,"default_profile_image":false,"following":null,"follow_request_sent":null,"notifications":null},"geo":null,"coordinates":null,"place":null,"contributors":null,"is_quote_status":false,"extended_tweet":{"full_text":"\ud83d\udcc8With #Bitcoin skyrocketing to $10,788, it seems that we are heading towards a new a all time high surpussing the previous $19,895. \n\n\ud83d\udcccDo you think it is going to happen within 2019? \n\n#cryptocurrency #blockchain #bull","display_text_range":[0,218],"entities":{"hashtags":[{"text":"Bitcoin","indices":[6,14]},{"text":"cryptocurrency","indices":[185,200]},{"text":"blockchain","indices":[201,212]},{"text":"bull","indices":[213,218]}],"urls":[],"user_mentions":[],"symbols":[]}},"quote_count":2,"reply_count":10,"retweet_count":9,"favorite_count":24,"entities":{"hashtags":[{"text":"Bitcoin","indices":[6,14]}],"urls":[{"url":"https:\/\/t.co\/rCEm2FEQtC","expanded_url":"https:\/\/twitter.com\/i\/web\/status\/1142441079851102208","display_url":"twitter.com\/i\/web\/status\/1\u2026","indices":[117,140]}],"user_mentions":[],"symbols":[]},"favorited":false,"retweeted":false,"filter_level":"low","lang":"en"},"is_quote_status":false,"quote_count":0,"reply_count":0,"retweet_count":0,"favorite_count":0,"entities":{"hashtags":[{"text":"Bitcoin","indices":[24,32]}],"urls":[],"user_mentions":[{"screen_name":"MPCXPlatform","name":"MPCX Platform","id":967011488476082176,"id_str":"967011488476082176","indices":[3,16]}],"symbols":[]},"favorited":false,"retweeted":false,"filter_level":"low","lang":"en","timestamp_ms":"1561302530137"}
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  "
  twitter_tweets [2] offset=100, key=null, value="{"created_at":"Sun Jun 23 15:08:50 +0000 2019","id":1142811760279166977,"id_str":"1142811760279166977","text":"RT @gravitywave2: The simple case for a $250,000 bitcoin price before 2023. 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  "
  

• Above data is the real-time data from twitter which related to bitcoin.

• You can change the topic to get other tweets by changing:

  public class TwitterTopic implements Topic {
  
      @Override
      public List<String> topics() {
          return Lists.newArrayList("bitcoin");
      }
  }