{"id":67478,"library":"spark-tags-2-12","title":"Spark Tags","description":"Spark Tags provides tagging utilities for Apache Spark, a unified analytics engine for large-scale data processing.","status":"active","version":"3.5.8","language":"java","source_language":null,"source_url":"https://github.com/apache/spark","tags":["spark","tags","testing","scala"],"install":[{"cmd":"<dependency>\n  <groupId>org.apache.spark</groupId>\n  <artifactId>spark-tags_2.12</artifactId>\n  <version>3.5.8</version>\n</dependency>","lang":"xml","label":"Maven"},{"cmd":"implementation 'org.apache.spark:spark-tags_2.12:3.5.8'","lang":"groovy","label":"Gradle"}],"dependencies":[],"imports":[{"symbol":"SparkTag","correct":"org.apache.spark.tags.SparkTag"}],"quickstart":{"code":"import org.apache.spark.tags.SparkTag;\n\n@SparkTag\npublic class ExampleTest {\n    // test code\n}","lang":"java","description":"Annotates a test class with a Spark tag for categorization."},"warnings":[{"fix":"Ensure your project uses Scala 2.12 or use the appropriate artifact for your Scala version (e.g., spark-tags_2.13).","message":"Scala version suffix (_2.12) indicates compatibility with Scala 2.12 only; mixing with other Scala versions may cause runtime errors.","severity":"breaking","affected_versions":"all versions"}],"env_vars":null,"search_vec":"'analyt':13 'apach':9 'data':19 'engin':14 'larg':17 'large-scal':16 'process':20 'provid':5 'scala':24 'scale':18 'spark':1,3,10,21 'tag':2,4,6,22 'test':23 'unifi':12 'util':7","created_at":"2026-06-17T17:37:47.848123+00:00","updated_at":"2026-06-17T17:37:47.848123+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-tags_2.12/","changelog":null,"pypi":null,"npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"categories":["testing"],"base_url":null,"auth_type":null,"provenance":{"verified_status":null,"verified_at":null,"last_verified":"2026-06-17","next_check":"2026-12-14","install_tag":null}}