{"id":56258,"library":"spark-streaming-2-12","title":"Apache Spark Streaming","description":"Spark Streaming enables scalable, high-throughput, fault-tolerant stream processing of live data streams.","status":"active","version":"3.5.8","language":"java","source_language":null,"source_url":"https://github.com/apache/spark","tags":["spark","streaming","big-data","real-time"],"install":[{"cmd":"<dependency>\n  <groupId>org.apache.spark</groupId>\n  <artifactId>spark-streaming_2.12</artifactId>\n  <version>3.5.8</version>\n</dependency>","lang":"xml","label":"Maven"},{"cmd":"implementation 'org.apache.spark:spark-streaming_2.12:3.5.8'","lang":"groovy","label":"Gradle"}],"dependencies":[],"imports":[{"symbol":"StreamingContext","correct":"org.apache.spark.streaming.StreamingContext"}],"quickstart":{"code":"import org.apache.spark.streaming.StreamingContext;\nimport org.apache.spark.streaming.Seconds;\n\nSparkConf conf = new SparkConf().setMaster(\"local[2]\").setAppName(\"Test\");\nStreamingContext ssc = new StreamingContext(conf, Seconds.apply(1));","lang":"java","description":"Create a StreamingContext with a 1-second batch interval."},"warnings":[{"fix":"Migrate to Structured Streaming using spark-sql-kafka-0-10 or similar.","message":"Spark Streaming is being replaced by Structured Streaming in Spark 3.x.","severity":"breaking","affected_versions":">=3.0.0"}],"env_vars":null,"search_vec":"'apach':1 'big':23 'big-data':22 'data':18,24 'enabl':6 'fault':12 'fault-toler':11 'high':9 'high-throughput':8 'live':17 'process':15 'real':26 'real-tim':25 'scalabl':7 'spark':2,4,20 'stream':3,5,14,19,21 'throughput':10 'time':27 'toler':13","created_at":"2026-06-15T10:28:58.728379+00:00","updated_at":"2026-06-15T10:28:58.728379+00:00","problems":[],"ecosystem":"maven","meta_description":null,"install_score":null,"quickstart_score":null,"quickstart_tag":null,"pypi_latest":null,"cli_name":null,"cli_version":null,"type":"library","homepage":"https://spark.apache.org/","github":"https://github.com/apache/spark","docs":"https://appdoc.app/artifact/org.apache.spark/spark-streaming_2.12/","changelog":null,"pypi":null,"npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"categories":["other"],"base_url":null,"auth_type":null,"provenance":{"verified_status":null,"verified_at":null,"last_verified":"2026-06-15","next_check":"2026-12-12","install_tag":null}}