{"id":13475253,"url":"https://github.com/mikemybytes/spark-fim","last_synced_at":"2025-03-26T23:30:38.842Z","repository":{"id":113678494,"uuid":"42890504","full_name":"mikemybytes/spark-fim","owner":"mikemybytes","description":"Frequent Itemsets Mining algorithms for Apache Spark","archived":false,"fork":false,"pushed_at":"2015-10-01T00:05:34.000Z","size":180,"stargazers_count":5,"open_issues_count":0,"forks_count":2,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-10-30T08:51:31.455Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Scala","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mikemybytes.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2015-09-21T20:00:23.000Z","updated_at":"2022-04-25T15:09:20.000Z","dependencies_parsed_at":"2023-03-05T19:27:00.616Z","dependency_job_id":null,"html_url":"https://github.com/mikemybytes/spark-fim","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/mikemybytes%2Fspark-fim","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mikemybytes%2Fspark-fim/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mikemybytes%2Fspark-fim/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mikemybytes%2Fspark-fim/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mikemybytes","download_url":"https://codeload.github.com/mikemybytes/spark-fim/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245753824,"owners_count":20666819,"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":"2024-07-31T16:01:18.742Z","updated_at":"2025-03-26T23:30:38.413Z","avatar_url":"https://github.com/mikemybytes.png","language":"Scala","funding_links":[],"categories":["Scala"],"sub_categories":[],"readme":"# Spark-FIM\n\nSpark-FIM provides Frequent Itemsets Mining algorithms implemented for Apache Spark platform (using Scala). \nCurrently the following algorithms are available:\n\n* _DistEclat_ (_Moens, Sandy, Emin Aksehirli, and Bart Goethals. \"Frequent itemset mining for big data.\" Big Data, \n2013 IEEE International Conference on. IEEE, 2013_ - MapReduce implementation available [here](https://gitlab.com/adrem/bigfim-sa))\n* _BigFIM_ (published \u0026 distributed with _DistEclat_).\n\n\n### Building project\n\nSince the project uses [sbt](http://www.scala-sbt.org/) as a build tool, to prepare _.jar_ package run:\n\n    sbt package\n    \n    \n### Running tests\n\nSpark provides a great way to simulate distributed environment on the local computer. To run all the tests (including Spark running in local mode) run:\n\n\tsbt test\n    \n### Running algorithms\n\nAll available algorithms can be customized easily using command line arguments. To see available parameters run driver class without arguments:\n\n\t# DistEclat\n    spark-submit --class \"net.mkowalski.sparkfim.driver.DistEclatDriver\"\n    \n    # BigFIM\n    spark-submit --class \"net.mkowalski.sparkfim.driver.BigFimDriver\"\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmikemybytes%2Fspark-fim","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmikemybytes%2Fspark-fim","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmikemybytes%2Fspark-fim/lists"}