{"id":16940199,"url":"https://github.com/codingcat/xgboost4j-spark-scalability","last_synced_at":"2025-10-17T21:56:07.434Z","repository":{"id":146766706,"uuid":"87258192","full_name":"CodingCat/xgboost4j-spark-scalability","owner":"CodingCat","description":"a benchmark to test scalability of xgboost4j-spark and relevant projects","archived":false,"fork":false,"pushed_at":"2019-12-20T03:24:48.000Z","size":31907,"stargazers_count":22,"open_issues_count":0,"forks_count":9,"subscribers_count":6,"default_branch":"master","last_synced_at":"2025-03-25T15:15:05.588Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Scala","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/CodingCat.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2017-04-05T02:42:17.000Z","updated_at":"2022-05-27T02:38:27.000Z","dependencies_parsed_at":null,"dependency_job_id":"8454f44d-8643-4660-92a8-6119886d706e","html_url":"https://github.com/CodingCat/xgboost4j-spark-scalability","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CodingCat%2Fxgboost4j-spark-scalability","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CodingCat%2Fxgboost4j-spark-scalability/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CodingCat%2Fxgboost4j-spark-scalability/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CodingCat%2Fxgboost4j-spark-scalability/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/CodingCat","download_url":"https://codeload.github.com/CodingCat/xgboost4j-spark-scalability/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248465350,"owners_count":21108244,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-10-13T21:06:30.744Z","updated_at":"2025-10-17T21:56:02.388Z","avatar_url":"https://github.com/CodingCat.png","language":"Scala","funding_links":[],"categories":[],"sub_categories":[],"readme":"# xgboost4j-spark-scalability\n\na benchmark to test scalability of xgboost4j-spark and relevant projects\n\n## Prerequestes \n\nYou have to ensure that maven (3.0+) and cmake is installed in your $PATH\n\n## Build Benchmark\n\n1. Edit build/build.sh and define variables like TARGET_URL, TARGET_BRANCH\n\n2. run build/build.sh\n\n3. You get the benchmark jar in target/ \n\n\n## Run Benchmarks\n\n1. Generate Data:\n\n```bash\nspark-submit --master yarn-cluster --num-executors 10 --executor-memory 6g --executor-cores 8 \\\n    --class me.codingcat.xgboost4j.AirlineDataGenerator --files conf/airline_datagen.conf \\\n     target/scala-2.11/xgboost4j-spark-scalability-assembly-0.1-SNAPSHOT.jar ./airline_datagen.conf\n```\n\n2. Run workload:\n\n```bash\nspark-submit --master yarn-cluster --num-executors 10 --executor-memory 6g --executor-cores 8 \\\n    --class me.codingcat.xgboost4j.AirlineClassifier --files conf/airline.conf \\\n     target/scala-2.11/xgboost4j-spark-scalability-assembly-0.1-SNAPSHOT.jar ./airline.conf\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcodingcat%2Fxgboost4j-spark-scalability","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcodingcat%2Fxgboost4j-spark-scalability","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcodingcat%2Fxgboost4j-spark-scalability/lists"}